# clarifai.com > AI-optimized mirror of clarifai.com containing 1721 pages totalling 1,215,542 words of clean markdown content, structured data, and semantic HTML. Original source: https://clarifai.com. Last updated: 2026-07-20T05:37:34.229Z. Each page is available as HTML (with JSON-LD structured data) and Markdown (text-only, ideal for LLMs and RAG). ## Homepage - [api/index.html](/content/api/index.html) (2 words) - [Welcome | Clarifai Docs](/content/docs/index.html): Orchestrate and customize AI workloads on any infrastructure, at the scale you need (310 words) - [Clarifai Status](/content/status/index.html): Welcome to Clarifai's home for real-time and historical data on system performance. (167 words) - [Clarifai | The Fastest AI Inference and Reasoning on GPUs](/content/site-root.html): Clarifai is the leading platform for compute orchestration. Designed for scale and speed, Clarifai streamlines the end-to-end execution of complex AI tasks by dynamically managing compute resources. (173 words) ## Articles & Blog Posts - [samples/blog/wwwclarifaicom/hubfs/top-20ai-20infrastructure-20-1/index.html](/content/samples/blog/wwwclarifaicom/hubfs/top-20ai-20infrastructure-20-1/index.html) (23 words) - [What is Model Quantization? | Clarifai Blog](/content/blog/model-quantization/index.html): In the age of **ever‑growing deep neural networks**, models like large language models (LLMs) and vision–language models (VLMs) are scaling to **billions of parameters**, making them incredibly pow... (5,645 words) - [Clarifai - The World's AI](/content/press-release-artificial-analysis-ranks-clarifais-gpt-oss-120b-model-at-top-for-performance-and-cost-efficiency/models/index.html) (34 words) - [Clarifai - The World's AI](/content/press-release-artificial-analysis-ranks-clarifais-gpt-oss-120b-model-at-top-for-performance-and-cost-efficiency/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/press-release-artificial-analysis-ranks-clarifais-gpt-oss-120b-model-at-top-for-performance-and-cost-efficiency/datasets/index.html) (34 words) - [Clarifai Docs](/content/docs/clarifai-basics/glossary/index.html) (34 words) - [Clarifai - The World's AI](/content/press-release-artificial-analysis-ranks-clarifais-gpt-oss-120b-model-at-top-for-performance-and-cost-efficiency.html) (34 words) - [Clarifai - The World's AI](/content/mansi_k/models/index.html) (34 words) - [Clarifai - The World's AI](/content/luv_2261/datasets/index.html) (50 words) - [Clarifai - The World's AI](/content/mansi_k/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/luv_2261/workflows/index.html) (38 words) - [Clarifai - The World's AI](/content/mansi_k/datasets/index.html) (34 words) - [Clarifai - The World's AI](/content/nvidia/workflows/index.html) (36 words) - [Clarifai - The World's AI](/content/nvidia/models/index.html) (36 words) - [Clarifai - The World's AI](/content/nvidia/datasets/index.html) (38 words) - [# What Is Orchestration (Computing)? A Comprehensive Guide to Modern Automation | Clarifai Blog](/content/blog/what-is-orchestration/index.html): Orchestration has become a foundational concept in the **digital era**, allowing businesses to stitch together everything from **container deployments** to **business processes** into a seamless fl... (4,623 words) - [# How to Run AI Models Locally? | Clarifai Blog](/content/blog/how-to-run-ai-models-locally-2025-tools-setup-tips/index.html): Running AI models on your machine unlocks **privacy, customization, and independence**. In this in‑depth guide, you’ll learn why local AI is important, the tools and models you need, how to overcom... (4,208 words) - [ML Lifecycle Management Guide – Mastering the End‑to‑End Journey of Machine Learning | Clarifai Blog](/content/blog/ml-lifecycle-management/index.html): Machine‑learning models are living organisms—they **grow, adapt, and eventually degrade**. Managing their lifecycle is the difference between a proof‑of‑concept and a sustainable AI product. This g... (3,970 words) - [Vector Store | Clarifai Docs](/content/docs/integrations/langchain/vector-store/index.html): Use Clarifai and LangChain to create a vector store and perform searches (1,228 words) - [Pipeline DSL Reference | Clarifai Docs](/content/docs/compute/pipelines/dsl-reference/index.html): Pythonic-first DSL for defining and uploading Clarifai pipelines (1,232 words) - [Clarifai 11.8: GPT-OSS-120B: Benchmarking Speed, Scale, and Cost Efficiency | Clarifai Blog](/content/blog/clarifai-11-8-gpt-oss-120b-benchmarking-speed-scale-and-cost-efficiency.html): This blog post focuses on new features and improvements. For a comprehensive list, including bug fixes, please see the [release notes.](https://docs.clarifai.com/product-updates/changelog/release118) (1,133 words) - [Clarifai - The World's AI](/content/mansi_k/visualsearchpoc/modules/index.html) (13 words) - [Artificial Analysis Benchmarks on GPT-OSS-120B: Clarifai Ranks at the Top for Performance and Cost-Efficiency | Clarifai Blog](/content/blog/artificial-analysis-benchmarks-on-gpt-oss-120b-clarifai-ranks-at-the-top-for-performance-and-cost-efficiency.html): Artificial Analysis, an independent benchmarking platform, evaluated providers serving **GPT-OSS-120B** across latency, throughput, and price. In these tests, **Clarifai’s Compute Orchestration** d... (789 words) - [Clarifai - The World's AI](/content/luv_2261/models/index.html) (50 words) - [LLM Models | Clarifai Docs](/content/docs/integrations/llamaindex/llm-models/index.html): Use LangChain to interact with Clarifai LLMs (587 words) - [Clarifai Docs](/content/docs/sdk/advance-model-operations/model-upload/index.html) (34 words) - [Clarifai - The World's AI](/content/mansi_k/index.html) (31 words) - [LLM Models | Clarifai Docs](/content/docs/integrations/langchain/llm-models/index.html): Use LangChain to interact with Clarifai LLMs (643 words) - [Clarifai - The World's AI](/content/assemblyai/datasets/index.html) (36 words) - [Clarifai - The World's AI](/content/ai21/models/index.html) (36 words) - [Clarifai - The World's AI](/content/ai21/datasets/index.html) (34 words) - [Workflows from image-moderation | Clarifai - The World's AI](/content/luv_2261/image-moderation/workflows/index.html) (12 words) - [Clarifai - The World's AI](/content/ai21/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/microsoft/models/index.html) (46 words) - [Clarifai - The World's AI](/content/microsoft/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/assemblyai/models/index.html) (34 words) - [Clarifai - The World's AI](/content/wizardlm/models/index.html) (36 words) - [Clarifai - The World's AI](/content/wizardlm/workflows/index.html) (36 words) - [Clarifai - The World's AI](/content/wizardlm/datasets/index.html) (51 words) - [Clarifai - The World's AI](/content/sumanth/models/index.html) (47 words) - [Clarifai - The World's AI](/content/eleven-labs/datasets/index.html) (34 words) - [Clarifai - The World's AI](/content/eleven-labs/models/index.html) (34 words) - [Clarifai - The World's AI](/content/liuhaotian/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/eleven-labs/workflows/index.html) (46 words) - [Clarifai - The World's AI](/content/products/models/index.html) (34 words) - [Clarifai - The World's AI](/content/togethercomputer/models/index.html) (34 words) - [Clarifai - The World's AI](/content/sumanth/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/settings/datasets/index.html) (35 words) - [Clarifai - The World's AI](/content/togethercomputer/datasets/index.html) (34 words) - [Clarifai - The World's AI](/content/snowflake/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/sumanth/datasets/index.html) (37 words) - [Clarifai - The World's AI](/content/liuhaotian/models/index.html) (34 words) - [Workflows from text-moderation | Clarifai - The World's AI](/content/luv_2261/text-moderation/workflows/index.html) (12 words) - [Clarifai - The World's AI](/content/ibm/workflows/index.html) (35 words) - [Clarifai - The World's AI](/content/luv_2261/index.html) (38 words) - [Clarifai - The World's AI](/content/ibm/models/index.html) (34 words) - [Clarifai - The World's AI](/content/liuhaotian/datasets/index.html) (34 words) - [Workflows from image-moderation by clarifai | Clarifai - The World's AI](/content/clarifai/image-moderation/workflows/index.html) (24 words) - [Clarifai - The World's AI](/content/segmind/models/index.html) (38 words) - [image-moderation app | Clarifai - The World's AI](/content/luv_2261/image-moderation/index.html) (18 words) - [Changes to Use of PATs and API Keys | Clarifai Docs](/content/docs/product-updates/upcoming-api-changes/pat-api-keys/index.html): Learn about breaking changes to the use of PATs and API keys (764 words) - [Clarifai - The World's AI](/content/ibm/datasets/index.html) (34 words) - [Clarifai - The World's AI](/content/segmind/workflows/index.html) (36 words) - [Clarifai - The World's AI](/content/segmind/datasets/index.html) (34 words) - [Workflows from text-moderation by clarifai | Clarifai - The World's AI](/content/clarifai/text-moderation/workflows/index.html) (11 words) - [Clarifai - The World's AI](/content/jinaai/models/index.html) (39 words) - [Clarifai - The World's AI](/content/settings/workflows/index.html) (36 words) - [Clarifai - The World's AI](/content/jinaai/workflows/index.html) (39 words) - [Clarifai - The World's AI](/content/products/datasets/index.html) (14 words) - [Clarifai - The World's AI](/content/jinaai/datasets/index.html) (34 words) - [Clarifai - The World's AI](/content/products/workflows/index.html) (31 words) - [Clarifai - The World's AI](/content/o7s3mhke0urd/datasets/index.html) (45 words) - [Clarifai - The World's AI](/content/arcee_ai/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/arcee_ai/datasets/index.html) (34 words) - [Clarifai - The World's AI](/content/arcee-ai/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/arcee-ai/datasets/index.html) (34 words) - [Clarifai - The World's AI](/content/helsinki-nlp/workflows/index.html) (38 words) - [Clarifai - The World's AI](/content/arcee-ai/models/index.html) (34 words) - [Clarifai - The World's AI](/content/o7s3mhke0urd/workflows/index.html) (14 words) - [Text Embeddings | Clarifai Docs](/content/docs/integrations/langchain/text-embeddings/index.html): Use Clarifai and LangChain to create text embeddings (400 words) - [Clarifai - The World's AI](/content/helsinki-nlp/datasets/index.html) (38 words) - [Clarifai - The World's AI](/content/helsinki-nlp/models/index.html) (36 words) - [Clarifai - The World's AI](/content/moonshotai/models/index.html) (34 words) - [Clarifai - The World's AI](/content/moonshotai/datasets/index.html) (34 words) - [Clarifai - The World's AI](/content/zai/workflows/index.html) (38 words) - [Clarifai - The World's AI](/content/compute-orchestration/workflows/index.html) (34 words) - [Updates to Model and Model Version Endpoints | Clarifai Docs](/content/docs/product-updates/upcoming-api-changes/model-version-endpoints/index.html): Learn about updates to model and model version endpoints (427 words) - [Clarifai - The World's AI](/content/zai/datasets/index.html) (38 words) - [Clarifai - The World's AI](/content/compute-orchestration/models/index.html) (34 words) - [Deprecation of closed_environment in favor of enrich_dataset | Clarifai Docs](/content/docs/product-updates/upcoming-api-changes/closed-environment/index.html): Learn about deprecation of `closed_environment` (299 words) - [Clarifai - The World's AI](/content/compute-orchestration/datasets/index.html) (34 words) - [Clarifai - The World's AI](/content/zai/models/index.html) (34 words) - [Models from chat-completion | Clarifai - The World's AI](/content/nvidia/chat-completion/models/index.html) (70 words) - [Clarifai - The World's AI](/content/nvidia/index.html) (31 words) - [Models from chat-completion | Clarifai - The World's AI](/content/moonshotai/chat-completion/models/index.html) (61 words) - [api/v2/ext/openai/v1/index.html](/content/api/v2/ext/openai/v1/index.html) (5 words) - [Changes to Workflow Builder Model IDs | Clarifai Docs](/content/docs/product-updates/upcoming-api-changes/workflow-builder-ids/index.html): Learn about changes to the workflow builder model IDs (286 words) - [chat-completion app | Clarifai - The World's AI](/content/moonshotai/chat-completion/index.html) (18 words) - [Manage Pipeline Runs | Clarifai Docs](/content/docs/compute/pipelines/manage-run/index.html): Control pipeline runs in real time — monitor, pause, resume, and cancel (377 words) - [Decommissioning Legacy Models | Clarifai Docs](/content/docs/product-updates/upcoming-api-changes/decommission-legacy-models/index.html): Learn about the models we'll decommission (174 words) - [Changes to PostModelOutputs and PostWorkflowResults Responses | Clarifai Docs](/content/docs/product-updates/upcoming-api-changes/postmodeloutputs-responses/index.html): Learn about changes to PostModelOutputs and PostWorkflowResults responses (146 words) - [Kimi-K2-Thinking model | Clarifai - The World's AI](/content/moonshotai/kimi/models/kimi-k2-thinking/index.html) (12 words) - [Kimi-K2-Instruct model | Clarifai - The World's AI](/content/moonshotai/kimi/models/kimi-k2-instruct/index.html) (15 words) - [Models from AFM | Clarifai - The World's AI](/content/arcee_ai/afm/models/index.html) (65 words) - [docs/assets/files/finetuning_dataset-88e501c424ad1525b968eb0b7772a967-csv.html](/content/docs/assets/files/finetuning_dataset-88e501c424ad1525b968eb0b7772a967-csv.html) (66 words) - [docs/assets/files/clarifaitextuploadtemplate-d93214dac19f0ddb8170e661a1d705a1-csv.html](/content/docs/assets/files/clarifaitextuploadtemplate-d93214dac19f0ddb8170e661a1d705a1-csv.html) (18 words) - [docs/assets/files/clarifaiimageuploadtemplate-5d68129146cad914c484753cf4c44bd0-csv.html](/content/docs/assets/files/clarifaiimageuploadtemplate-5d68129146cad914c484753cf4c44bd0-csv.html) (11 words) - [Auto-Annotation | Clarifai Docs](/content/docs/create/labeling/ui/tasks/auto/index.html): Learn how to automatically label inputs with ease (1,512 words) - [YAML-based Examples | Clarifai Docs](/content/docs/create/workflows/examples/yaml/index.html): Simple examples of workflows defined in YAML (1,941 words) - [Delete Annotations | Clarifai Docs](/content/docs/create/labeling/api/annotations-delete/index.html): Label your data. (1,784 words) - [Clarifai - The World's AI](/content/mosaicml/models/index.html) (46 words) - [Clarifai - The World's AI](/content/hs-fs/models/index.html) (48 words) - [Clarifai - The World's AI](/content/hs-fs/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/hs-fs/datasets/index.html) (34 words) - [Clarifai - The World's AI](/content/mosaicml/workflows/index.html) (36 words) - [Clarifai - The World's AI](/content/mosaicml/datasets/index.html) (34 words) - [Labeling Tasks Tools | Clarifai Docs](/content/docs/create/labeling/ui/tasks/tools/index.html): Learn about the labeling tools available in Scribe (1,104 words) - [Clarifai - The World's AI](/content/cohere/datasets/index.html) (34 words) - [Clarifai - The World's AI](/content/cohere/models/index.html) (34 words) - [Clarifai - The World's AI](/content/cohere/workflows/index.html) (38 words) - [Clarifai - The World's AI](/content/microsoft/datasets/index.html) (38 words) - [Clarifai - The World's AI](/content/assemblyai/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/xai/datasets/index.html) (36 words) - [Clarifai - The World's AI](/content/sumanth/rag/modules/index.html) (13 words) - [Clarifai - The World's AI](/content/togethercomputer/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/clarifai/data/modules/data-augmentation/index.html) (13 words) - [Clarifai - The World's AI](/content/mansi_k/visualsearchpoc/modules/face_search/index.html) (13 words) - [complete app | Clarifai - The World's AI](/content/ai21/complete/index.html) (18 words) - [Review Annotations | Clarifai Docs](/content/docs/create/labeling/ui/tasks/review/index.html): Review the work performed by your labelers (502 words) - [Models from LLM-OpenSource-Models-Training-Inference-Test by clarifai | Clarifai - The World's AI](/content/clarifai/llm-opensource-models-training-inference-test/models/index.html) (65 words) - [Clarifai - The World's AI](/content/meta/llama-2/installed_module_versions/index.html) (13 words) - [Clarifai - The World's AI](/content/ai21/index.html) (34 words) - [LLM-OpenSource-Models-Training-Inference-Test app by clarifai | Clarifai - The World's AI](/content/clarifai/llm-opensource-models-training-inference-test/index.html) (12 words) - [Models from embed | Clarifai - The World's AI](/content/cohere/embed/models/index.html) (65 words) - [Models from generate | Clarifai - The World's AI](/content/cohere/generate/models/index.html) (65 words) - [Clarifai - The World's AI](/content/anthropic/completion/installed_module_versions/index.html) (13 words) - [Models from summarize | Clarifai - The World's AI](/content/cohere/summarize/models/index.html) (61 words) - [Models from RedPajama | Clarifai - The World's AI](/content/togethercomputer/redpajama/models/index.html) (65 words) - [Clarifai - The World's AI](/content/anthropic/completion/installed_module_versions/llmbattleground/index.html) (13 words) - [Clarifai - The World's AI](/content/meta/llama-2/installed_module_versions/llm_battleground/index.html) (13 words) - [summarize app | Clarifai - The World's AI](/content/cohere/summarize/index.html) (18 words) - [Clarifai - The World's AI](/content/databricks/workflows/index.html) (34 words) - [Models from generate | Clarifai - The World's AI](/content/wizardlm/generate/models/index.html) (65 words) - [Clarifai - The World's AI](/content/eleven-labs/index.html) (34 words) - [Clarifai Docs](/content/docs/portal-guide/model/agent-system-operators/index.html) (34 words) - [Clarifai - The World's AI](/content/microsoft/index.html) (31 words) - [Models from text-generation | Clarifai - The World's AI](/content/microsoft/text-generation/models/index.html) (70 words) - [Models from speech-recognition | Clarifai - The World's AI](/content/assemblyai/speech-recognition/models/index.html) (65 words) - [Models from transcription | Clarifai - The World's AI](/content/openai/transcription/models/index.html) (65 words) - [Clarifai - The World's AI](/content/yuchen/workflows/index.html) (36 words) - [Clarifai - The World's AI](/content/databricks/datasets/index.html) (35 words) - [Clarifai - The World's AI](/content/databricks/models/index.html) (34 words) - [Clarifai - The World's AI](/content/assemblyai/index.html) (34 words) - [Clarifai - The World's AI](/content/wizardlm/index.html) (34 words) - [Clarifai - The World's AI](/content/togethercomputer/index.html) (37 words) - [Models from falcon | Clarifai - The World's AI](/content/tiiuae/falcon/models/index.html) (65 words) - [RedPajama app | Clarifai - The World's AI](/content/togethercomputer/redpajama/index.html) (18 words) - [Clarifai - The World's AI](/content/facebook/models/index.html) (35 words) - [Clarifai - The World's AI](/content/erfan/workflows/index.html) (38 words) - [Models from audio-generation | Clarifai - The World's AI](/content/eleven-labs/audio-generation/models/index.html) (65 words) - [Clarifai - The World's AI](/content/paddlepaddle/datasets/index.html) (34 words) - [Clarifai - The World's AI](/content/erfan/datasets/index.html) (34 words) - [Clarifai - The World's AI](/content/facebook/datasets/index.html) (37 words) - [Clarifai - The World's AI](/content/paddlepaddle/workflows/index.html) (36 words) - [Clarifai - The World's AI](/content/facebook/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/yuchen/models/index.html) (36 words) - [Clarifai - The World's AI](/content/discoresearch/models/index.html) (34 words) - [Clarifai - The World's AI](/content/paddlepaddle/models/index.html) (34 words) - [Clarifai - The World's AI](/content/yuchen/datasets/index.html) (31 words) - [Clarifai - The World's AI](/content/sumanth/index.html) (34 words) - [Image Annotation Loader | Clarifai Docs](/content/docs/create/datasets/data-utils/image-annotation-loader/index.html): Load existing annotated image datasets and convert between supported formats (1,257 words) - [Clarifai - The World's AI](/content/snowflake/models/index.html) (36 words) - [Clarifai - The World's AI](/content/snowflake/datasets/index.html) (38 words) - [Clarifai - The World's AI](/content/openvino/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/openai/datasets/index.html) (34 words) - [Clarifai - The World's AI](/content/openai/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/openvino/models/index.html) (34 words) - [dall-e app | Clarifai - The World's AI](/content/openai/dall-e/index.html) (18 words) - [Models from dall-e | Clarifai - The World's AI](/content/openai/dall-e/models/index.html) (65 words) - [Clarifai - The World's AI](/content/openai/models/index.html) (34 words) - [Clarifai - The World's AI](/content/adept/models/index.html) (34 words) - [Clarifai - The World's AI](/content/adept/workflows/index.html) (36 words) - [Clarifai - The World's AI](/content/adept/datasets/index.html) (34 words) - [Clarifai - The World's AI](/content/ptaszynski/models/index.html) (36 words) - [Clarifai - The World's AI](/content/ptaszynski/datasets/index.html) (34 words) - [Clarifai - The World's AI](/content/pricing/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/pricing/models/index.html) (34 words) - [Clarifai - The World's AI](/content/ptaszynski/workflows/index.html) (36 words) - [Clarifai - The World's AI](/content/beomi/models/index.html) (36 words) - [Clarifai - The World's AI](/content/discoresearch/datasets/index.html) (43 words) - [Clarifai - The World's AI](/content/pricing/datasets/index.html) (34 words) - [Clarifai - The World's AI](/content/upstage/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/discoresearch/workflows/index.html) (36 words) - [Clarifai - The World's AI](/content/beomi/datasets/index.html) (38 words) - [Clarifai - The World's AI](/content/beomi/workflows/index.html) (36 words) - [Clarifai - The World's AI](/content/upstage/datasets/index.html) (38 words) - [Clarifai - The World's AI](/content/upstage/models/index.html) (34 words) - [Clarifai - The World's AI](/content/thudm/datasets/index.html) (34 words) - [Clarifai - The World's AI](/content/thudm/workflows/index.html) (35 words) - [Clarifai - The World's AI](/content/openbmb/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/thudm/models/index.html) (39 words) - [Clarifai - The World's AI](/content/openbmb/models/index.html) (34 words) - [Clarifai - The World's AI](/content/snowflake/index.html) (31 words) - [Clarifai - The World's AI](/content/openchat/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/openbmb/datasets/index.html) (34 words) - [Clarifai - The World's AI](/content/openchat/models/index.html) (34 words) - [Models from transcribe | Clarifai - The World's AI](/content/deepgram/transcribe/models/index.html) (65 words) - [Clarifai - The World's AI](/content/liuhaotian/index.html) (34 words) - [florence app | Clarifai - The World's AI](/content/microsoft/florence/index.html) (22 words) - [Models from florence | Clarifai - The World's AI](/content/microsoft/florence/models/index.html) (65 words) - [Models from granite | Clarifai - The World's AI](/content/ibm/granite/models/index.html) (65 words) - [Models from Llama-4 | Clarifai - The World's AI](/content/meta/llama-4/models/index.html) (70 words) - [Models from whisper | Clarifai - The World's AI](/content/openai/whisper/models/index.html) (65 words) - [whisper app | Clarifai - The World's AI](/content/openai/whisper/index.html) (18 words) - [Clarifai - The World's AI](/content/ibm/index.html) (35 words) - [Agent Skills | Clarifai Docs](/content/docs/compute/agents/agent-skills/index.html): Use Clarifai agent skills to supercharge AI coding assistants with deep Clarifai knowledge (873 words) - [Custom Prompter Model | Clarifai Docs](/content/docs/create/workflows/examples/prompter-model/index.html): Learn how to integrate a prompter model into an LLM workflow (831 words) - [Auto-Annotation via UI | Clarifai Docs](/content/docs/create/workflows/examples/auto-annotation-ui/index.html): Use AI to help you build AI. Auto annotation uses your model predictions to label your training data. (1,160 words) - [Update Annotations | Clarifai Docs](/content/docs/create/labeling/api/annotations-update/index.html): Label your data. (718 words) - [Clarifai - The World's AI](/content/press-release-clarifai-launches-reasoning-engine-optimized-for-agentic-ai-inference/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/clarifai/workflows/index.html) (33 words) - [Clarifai - The World's AI](/content/press-release-clarifai-launches-reasoning-engine-optimized-for-agentic-ai-inference/datasets/index.html) (34 words) - [Clarifai - The World's AI](/content/press-release-clarifai-launches-reasoning-engine-optimized-for-agentic-ai-inference/models/index.html) (34 words) - [Clarifai - The World's AI](/content/clarifai/datasets/index.html) (35 words) - [Clarifai - The World's AI](/content/clarifai/models/index.html) (35 words) - [Clarifai - The World's AI](/content/hs-fs/hubfs/model-20contex-20protocol-20-1/index.html) (13 words) - [Clarifai Docs](/content/docs/api-guide/advanced-topics/status-codes/index.html) (34 words) - [text-moderation app | Clarifai - The World's AI](/content/luv_2261/text-moderation/index.html) (18 words) - [Models from sentiment-analysis by clarifai | Clarifai - The World's AI](/content/clarifai/sentiment-analysis/models/index.html) (65 words) - [Clarifai - The World's AI](/content/clarifai/geoint-demo-3/installed_module_versions/index.html) (13 words) - [Positive and Negative Annotations | Clarifai Docs](/content/docs/create/labeling/api/positive-negative/index.html): Learn how to make positive and negative annotations (334 words) - [Clarifai Docs](/content/docs/sdk/advanced-concept-20management/index.html) (34 words) - [Pipeline Templates | Clarifai Docs](/content/docs/compute/pipelines/templates/index.html): Start from a working pipeline template for common workflows (654 words) - [Clarifai Docs](/content/docs/create/modules/index.html) (34 words) - [Clarifai - The World's AI](/content/apps/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/developer/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/apps/models/index.html) (36 words) - [Clarifai - The World's AI](/content/apps/datasets/index.html) (14 words) - [Clarifai - The World's AI](/content/developer/models/index.html) (35 words) - [Clarifai - The World's AI](/content/arcee_ai/models/index.html) (39 words) - [distilbert-base-multilingual-cased-sentiments model by clarifai | Clarifai - The World's AI](/content/clarifai/sentiment-analysis/models/distilbert-base-multilingual-cased-sentiments/index.html) (26 words) - [hate-symbol-detector workflow | Clarifai - The World's AI](/content/luv_2261/image-moderation/workflows/hate-symbol-detector/index.html) (12 words) - [multilingual-sentiment-analysis-distilbert workflow by clarifai | Clarifai - The World's AI](/content/clarifai/sentiment-analysis/workflows/multilingual-sentiment-analysis-distilbert/index.html) (21 words) - [text-moderation-misinformation-dbrx workflow by clarifai | Clarifai - The World's AI](/content/clarifai/text-moderation/workflows/text-moderation-misinformation-dbrx/index.html) (17 words) - [Models from jina-embeddings | Clarifai - The World's AI](/content/jinaai/jina-embeddings/models/index.html) (70 words) - [tweet-sentiment-analysis workflow by clarifai | Clarifai - The World's AI](/content/clarifai/sentiment-analysis/workflows/tweet-sentiment-analysis/index.html) (13 words) - [sentimental-analysis-mistral-7b workflow by clarifai | Clarifai - The World's AI](/content/clarifai/sentiment-analysis/workflows/sentimental-analysis-mistral-7b/index.html) (11 words) - [Clarifai - The World's AI](/content/settings/models/index.html) (31 words) - [nsfw-recognition workflow by clarifai | Clarifai - The World's AI](/content/clarifai/image-moderation/workflows/nsfw-recognition/index.html) (9 words) - [Clarifai - The World's AI](/content/o7s3mhke0urd/models/index.html) (39 words) - [twitter-roberta-base-sentiment-latest model by clarifai | Clarifai - The World's AI](/content/clarifai/sentiment-analysis/models/twitter-roberta-base-sentiment-latest/index.html) (14 words) - [Models from nougat by facebook | Clarifai - The World's AI](/content/facebook/nougat/models/index.html) (65 words) - [llamaGuard-prompt-moderation workflow | Clarifai - The World's AI](/content/luv_2261/text-moderation/workflows/llamaguard-prompt-moderation/index.html) (12 words) - [text-moderation-mistral-7b workflow by clarifai | Clarifai - The World's AI](/content/clarifai/text-moderation/workflows/text-moderation-mistral-7b/index.html) (12 words) - [english-text-moderation-classifier workflow by clarifai | Clarifai - The World's AI](/content/clarifai/text-moderation/workflows/english-text-moderation-classifier/index.html) (12 words) - [Models from segmind-stable-diffusion | Clarifai - The World's AI](/content/segmind/segmind-stable-diffusion/models/index.html) (65 words) - [jina-embeddings app | Clarifai - The World's AI](/content/jinaai/jina-embeddings/index.html) (18 words) - [Clarifai - The World's AI](/content/segmind/index.html) (36 words) - [nougat app by facebook | Clarifai - The World's AI](/content/facebook/nougat/index.html) (18 words) - [Clarifai - The World's AI](/content/jinaai/index.html) (34 words) - [zephyr app | Clarifai - The World's AI](/content/huggingface-research/zephyr/index.html) (9 words) - [Clarifai - The World's AI](/content/products/control-center/index.html) (34 words) - [Clarifai - The World's AI](/content/nerres/datasets/index.html) (49 words) - [Clarifai - The World's AI](/content/helsinkinlp/models/index.html) (31 words) - [Clarifai - The World's AI](/content/helsinkinlp/datasets/index.html) (50 words) - [Clarifai - The World's AI](/content/nerres/models/index.html) (38 words) - [new-clarifai-control-center-enables-monitoring-all-your-ai-operations-streamlining-ai-insights-and-improving-decision-making app | Clarifai - The World's AI](/content/press-release/new-clarifai-control-center-enables-monitoring-all-your-ai-operations-streamlining-ai-insights-and-improving-decision-making.html) (16 words) - [Clarifai - The World's AI](/content/nerres/workflows/index.html) (38 words) - [Clarifai - The World's AI](/content/settings/compute/new/index.html) (34 words) - [Clarifai - The World's AI](/content/helsinkinlp/workflows/index.html) (37 words) - [Clarifai - The World's AI](/content/arcee_ai/index.html) (49 words) - [Clarifai - The World's AI](/content/arcee-ai/index.html) (31 words) - [Clarifai - The World's AI](/content/settings/index.html) (14 words) - [Clarifai - The World's AI](/content/o7s3mhke0urd/index.html) (41 words) - [browser-mcp-server model by clarifai | Clarifai - The World's AI](/content/clarifai/mcp/models/browser-mcp-server/index.html) (20 words) - [Auto-Annotation via API | Clarifai Docs](/content/docs/create/workflows/examples/auto-annotation-api/index.html): Use AI to help you build AI. Auto annotation uses your model predictions to label your training data. (6,829 words) - [text-translation-english-spanish model | Clarifai - The World's AI](/content/helsinkinlp/translation/models/text-translation-english-spanish/index.html) (10 words) - [Tasks : Create, Get, Update, Delete | Clarifai Docs](/content/docs/create/labeling/api/tasks/index.html): Group your labeling work into tasks that can be delegated. (9,907 words) - [Create Annotations | Clarifai Docs](/content/docs/create/labeling/api/annotations/index.html): Label your data. (7,927 words) - [What Is API Orchestration & How Does It Work? | Clarifai Blog](/content/blog/api-orchestration/index.html): Modern software isn’t built from a single block; it’s assembled from a constellation of services. Each login, payment, or data fetch involves multiple calls to disparate systems. **API orchestratio... (4,916 words) - [status/history-rss.html](/content/status/history-rss.html) (1,295 words) - [status/history-atom.html](/content/status/history-atom.html) (1,037 words) - [Clarifai - The World's AI](/content/bigcode/datasets/index.html) (51 words) - [Clarifai - The World's AI](/content/bigcode/models/index.html) (38 words) - [Clarifai - The World's AI](/content/tiiuae/workflows/index.html) (36 words) - [hubfs app | Clarifai - The World's AI](/content/hs-fs/hubfs/index.html) (22 words) - [Clarifai - The World's AI](/content/hs-fs/index.html) (31 words) - [Clarifai - The World's AI](/content/tiiuae/models/index.html) (38 words) - [Models from xgen | Clarifai - The World's AI](/content/salesforce/xgen/models/index.html) (65 words) - [Clarifai - The World's AI](/content/bigcode/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/mosaicml/index.html) (34 words) - [Models from image-classification by facebook | Clarifai - The World's AI](/content/facebook/image-classification/models/index.html) (65 words) - [Clarifai - The World's AI](/content/tiiuae/datasets/index.html) (34 words) - [Clarifai - The World's AI](/content/xai/models/index.html) (39 words) - [Clarifai - The World's AI](/content/xai/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/openvino/datasets/index.html) (34 words) - [Models from object-detection by facebook | Clarifai - The World's AI](/content/facebook/object-detection/models/index.html) (65 words) - [object-detection app by facebook | Clarifai - The World's AI](/content/facebook/object-detection/index.html) (18 words) - [Clarifai - The World's AI](/content/cohere/index.html) (50 words) - [Models from mcp by clarifai | Clarifai - The World's AI](/content/clarifai/mcp/models/index.html) (65 words) - [Clarifai - The World's AI](/content/erfan/models/index.html) (36 words) - [Models from image-generation | Clarifai - The World's AI](/content/xai/image-generation/models/index.html) (65 words) - [Models from chat-completion | Clarifai - The World's AI](/content/xai/chat-completion/models/index.html) (65 words) - [Clarifai - The World's AI](/content/xai/index.html) (46 words) - [Clarifai Status - Incident History](/content/status/history/index.html): Clarifai's Incident and Scheduled Maintenance History (48 words) - [Clarifai - The World's AI](/content/mixedbread-ai/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/mixedbread-ai/models/index.html) (47 words) - [Clarifai - The World's AI](/content/deepgram/models/index.html) (46 words) - [Clarifai - The World's AI](/content/nousresearch/models/index.html) (34 words) - [Clarifai - The World's AI](/content/mixedbread-ai/datasets/index.html) (38 words) - [Clarifai - The World's AI](/content/nousresearch/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/deepgram/workflows/index.html) (36 words) - [Clarifai - The World's AI](/content/meta/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/deepgram/datasets/index.html) (34 words) - [Clarifai - The World's AI](/content/meta/datasets/index.html) (34 words) - [Clarifai - The World's AI](/content/meta/models/index.html) (34 words) - [Models from segment-anything | Clarifai - The World's AI](/content/meta/segment-anything/models/index.html) (65 words) - [Clarifai - The World's AI](/content/clarifai/databricks-connect-app/modules/index.html) (16 words) - [Clarifai - The World's AI](/content/contact/models/index.html) (46 words) - [Clarifai - The World's AI](/content/openai/index.html) (34 words) - [gpt-4-turbo model | Clarifai - The World's AI](/content/openai/chat-completion/models/gpt-4-turbo/index.html) (13 words) - [Clarifai - The World's AI](/content/clarifai/generative-ai/installed_module_versions/index.html) (13 words) - [Clarifai - The World's AI](/content/contact/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/privacy/workflows/index.html) (34 words) - [openai-tts-1 model | Clarifai - The World's AI](/content/openai/tts/models/openai-tts-1/index.html) (28 words) - [Clarifai - The World's AI](/content/contact/datasets/index.html) (34 words) - [Models from tts | Clarifai - The World's AI](/content/openai/tts/models/index.html) (65 words) - [Clarifai - The World's AI](/content/privacy/datasets/index.html) (34 words) - [Clarifai - The World's AI](/content/privacy/models/index.html) (34 words) - [openai-gpt-4-vision model | Clarifai - The World's AI](/content/openai/chat-completion/models/openai-gpt-4-vision/index.html) (24 words) - [Clarifai - The World's AI](/content/clarifai/data/modules/index.html) (13 words) - [dall-e-3 model | Clarifai - The World's AI](/content/openai/dall-e/models/dall-e-3/index.html) (22 words) - [Clarifai - The World's AI](/content/clarifai/visualize/modules/index.html) (13 words) - [Release 9.11 | Clarifai Docs](/content/docs/product-updates/changelog/release911/index.html): Changelog for Clarifai Release 9.11 (3,450 words) - [gpt-5 model | Clarifai - The World's AI](/content/openai/chat-completion/models/gpt-5/index.html) (12 words) - [Clarifai - The World's AI](/content/anthropic/workflows/index.html) (36 words) - [Clarifai - The World's AI](/content/adept/index.html) (34 words) - [Clarifai - The World's AI](/content/pricing/index.html) (34 words) - [Models from stripedHyena | Clarifai - The World's AI](/content/togethercomputer/stripedhyena/models/index.html) (70 words) - [Clarifai - The World's AI](/content/datastrategy/workflows/index.html) (33 words) - [gpt-5-mini model | Clarifai - The World's AI](/content/openai/chat-completion/models/gpt-5-mini/index.html) (13 words) - [visualize app by clarifai | Clarifai - The World's AI](/content/clarifai/visualize/index.html) (17 words) - [gpt-5-nano model | Clarifai - The World's AI](/content/openai/chat-completion/models/gpt-5-nano/index.html) (13 words) - [gpt-oss-120b model | Clarifai - The World's AI](/content/openai/chat-completion/models/gpt-oss-120b/index.html) (23 words) - [data app by clarifai | Clarifai - The World's AI](/content/clarifai/data/index.html) (22 words) - [Clarifai - The World's AI](/content/fblgit/models/index.html) (38 words) - [Clarifai - The World's AI](/content/ptaszynski/index.html) (33 words) - [Models from text-moderation | Clarifai - The World's AI](/content/beomi/text-moderation/models/index.html) (65 words) - [Clarifai - The World's AI](/content/anthropic/datasets/index.html) (34 words) - [Clarifai - The World's AI](/content/fblgit/workflows/index.html) (50 words) - [Clarifai - The World's AI](/content/datastrategy/datasets/index.html) (34 words) - [Models from fuyu | Clarifai - The World's AI](/content/adept/fuyu/models/index.html) (65 words) - [Models from discoLM | Clarifai - The World's AI](/content/discoresearch/discolm/models/index.html) (65 words) - [Clarifai - The World's AI](/content/beomi/index.html) (37 words) - [Clarifai - The World's AI](/content/anthropic/models/index.html) (38 words) - [Upload via API | Clarifai Docs](/content/docs/create/inputs/upload/api/index.html): Add data to the Clarifai platform via the API (12,331 words) - [Clarifai - The World's AI](/content/fblgit/datasets/index.html) (37 words) - [text-moderation app | Clarifai - The World's AI](/content/ptaszynski/text-moderation/index.html) (18 words) - [Models from text-moderation | Clarifai - The World's AI](/content/ptaszynski/text-moderation/models/index.html) (65 words) - [Clarifai - The World's AI](/content/discoresearch/index.html) (34 words) - [Models from solar | Clarifai - The World's AI](/content/upstage/solar/models/index.html) (65 words) - [stripedHyena app | Clarifai - The World's AI](/content/togethercomputer/stripedhyena/index.html) (22 words) - [Clarifai - The World's AI](/content/upstage/index.html) (36 words) - [Clarifai - The World's AI](/content/openchat/datasets/index.html) (34 words) - [Clarifai - The World's AI](/content/clarifai/geoint-demo-3/installed_module_versions/docqa/index.html) (13 words) - [Clarifai - The World's AI](/content/anthropic/completion/installed_module_versions/llmbattleground/compare/index.html) (13 words) - [Clarifai - The World's AI](/content/meta/llama-2/installed_module_versions/llm_battleground/compare/index.html) (13 words) - [Clarifai - The World's AI](/content/clarifai/ml/modules/index.html) (13 words) - [Status Codes | Clarifai Docs](/content/docs/resources/api-overview/status-codes/index.html): Understand Clarifai error codes (2,216 words) - [Create Annotations | Clarifai Docs](/content/docs/create/labeling/ui/create/index.html): Learn how to create annotations (1,697 words) - [Models from arctic | Clarifai - The World's AI](/content/snowflake/arctic/models/index.html) (74 words) - [stable-diffusion-xl-beta-v2-2-2 model | Clarifai - The World's AI](/content/stability-ai/stable-diffusion-2/models/stable-diffusion-xl-beta-v2-2-2/index.html) (14 words) - [cogvlm app | Clarifai - The World's AI](/content/thudm/cogvlm/index.html) (18 words) - [Models from cogvlm | Clarifai - The World's AI](/content/thudm/cogvlm/models/index.html) (65 words) - [Clarifai - The World's AI](/content/thudm/index.html) (34 words) - [Clarifai - The World's AI](/content/openbmb/index.html) (34 words) - [Models from miniCPM | Clarifai - The World's AI](/content/openbmb/minicpm/models/index.html) (71 words) - [automated-data-labeling app | Clarifai - The World's AI](/content/products/automated-data-labeling/index.html) (18 words) - [una-cybertron app | Clarifai - The World's AI](/content/fblgit/una-cybertron/index.html) (22 words) - [Clarifai - The World's AI](/content/openchat/index.html) (34 words) - [Models from una-cybertron | Clarifai - The World's AI](/content/fblgit/una-cybertron/models/index.html) (65 words) - [Bulk Labeling | Clarifai Docs](/content/docs/create/labeling/ui/bulk/index.html): Label multiple inputs at once (703 words) - [AI-Assisted Labeling | Clarifai Docs](/content/docs/create/labeling/ui/ai-assist/index.html): Automatically generate annotations on Input-Viewer page (651 words) - [Positive and Negative Annotations | Clarifai Docs](/content/docs/create/labeling/ui/tasks/positive-negative/index.html): Learn how to make positive and negative annotations (370 words) - [Labeling Tasks | Clarifai Docs](/content/docs/create/labeling/ui/tasks/index.html): Label your data with tasks (111 words) - [API Outputs | Clarifai Docs](/content/docs/resources/api-overview/api-outputs/index.html): Understand Clarifai’s API responses (1,237 words) - [What Is AI Model Training & Why Is It Important? | Clarifai Blog](/content/blog/model-training/index.html): **Grasping the way artificial intelligence (AI) learns is essential** for creating trustworthy and responsible systems. When a **chatbot responds to your inquiry** or a **recommendation engine poin... (6,306 words) - [Fine-Tuning LLMs: A Complete Guide | Clarifai Blog](/content/blog/8-tips-to-train-and-fine-tune-machine-learning-models.html): **Fine‑tuning** a large language model (LLM) involves continuing the training of a pre‑trained model on domain‑specific data to adapt its behavior to a particular task or organization. While **pre‑... (3,289 words) - [Clarifai - The World's AI](/content/3-ways-artificial-intelligence-is-impacting-the-art-world/models/index.html) (14 words) - [Clarifai - The World's AI](/content/5-industries-being-revolutionized-by-computer-vision/datasets/index.html) (34 words) - [Clarifai - The World's AI](/content/5-industries-being-revolutionized-by-computer-vision/models/index.html) (14 words) - [Clarifai - The World's AI](/content/5-industries-being-revolutionized-by-computer-vision/workflows/index.html) (14 words) - [Clarifai - The World's AI](/content/how-to-prove-the-roi-of-computer-vision-moderation/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/introducing-clarifais-first-end-to-end-solution-for-moderation/models/index.html) (36 words) - [Clarifai - The World's AI](/content/3-ways-ai-could-help-save-lives-2-ways-it-already-has/workflows/index.html) (34 words) - [gRPC API Clients | Clarifai Docs](/content/docs/resources/api-overview/grpc-clients/index.html): Clarifai API provides gRPC clients in the most popular languages (1,626 words) - [Clarifai - The World's AI](/content/developer/datasets/index.html) (34 words) - [Clarifai Docs](/content/docs/tutorials/index.html) (34 words) - [Clarifai - The World's AI](/content/introducing-clarifais-first-end-to-end-solution-for-moderation/datasets/index.html) (34 words) - [Clarifai - The World's AI](/content/3-ways-ai-could-help-save-lives-2-ways-it-already-has/datasets/index.html) (34 words) - [Clarifai - The World's AI](/content/3-ways-artificial-intelligence-is-impacting-the-art-world/workflows/index.html) (14 words) - [# GPT‑5 vs Other Models | Clarifai Blog](/content/blog/gpt-5-vs-other-models/index.html): The release of **GPT-5 on August 7, 2025**, was a major step forward in the progress of large-language models. A lot of people want to know how this new model stacks up against older ones and other... (4,784 words) - [Clarifai - The World's AI](/content/3-ways-artificial-intelligence-is-impacting-the-art-world/datasets/index.html) (14 words) - [Clarifai - The World's AI](/content/how-to-prove-the-roi-of-computer-vision-moderation/models/index.html) (34 words) - [Top 30 AI Governance Tools | Clarifai Blog](/content/blog/ai-governance-tools/index.html): Artificial intelligence is rapidly permeating every aspect of business, yet without proper oversight, AI can amplify bias, leak sensitive information, or make decisions that clash with human values... (5,520 words) - [Clarifai - The World's AI](/content/how-to-prove-the-roi-of-computer-vision-moderation/datasets/index.html) (46 words) - [Clarifai - The World's AI](/content/tech-inclusion-and-diversity-in-machine-learning/models/index.html) (34 words) - [Clarifai - The World's AI](/content/introducing-clarifais-first-end-to-end-solution-for-moderation/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/3-ways-ai-could-help-save-lives-2-ways-it-already-has/models/index.html) (65 words) - [Clarifai - The World's AI](/content/tech-inclusion-and-diversity-in-machine-learning/datasets/index.html) (34 words) - [Clarifai - The World's AI](/content/tech-inclusion-and-diversity-in-machine-learning/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/4-things-ai-cant-do-better-than-humans/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/4-reasons-were-grateful-for-ai/models/index.html) (34 words) - [3-ways-artificial-intelligence-is-impacting-the-art-world.html](/content/3-ways-artificial-intelligence-is-impacting-the-art-world.html) (34 words) - [3-ways-ai-could-help-save-lives-2-ways-it-already-has.html](/content/3-ways-ai-could-help-save-lives-2-ways-it-already-has.html) (14 words) - [Clarifai - The World's AI](/content/4-things-ai-cant-do-better-than-humans/models/index.html) (34 words) - [Clarifai - The World's AI](/content/4-things-ai-cant-do-better-than-humans/datasets/index.html) (36 words) - [MCP (Model Context Protocol) vs A2A (Agent-to-Agent Protocol) Clearly Explained | Clarifai Blog](/content/blog/mcp-vs-a2a-clearly-explained/index.html): AI is getting incredibly smart. We're moving past single, giant AI models towards teams of specialized **AI agents** working together. Think of them like expert helpers, each tackling a specific ta... (4,700 words) - [4-reasons-were-grateful-for-ai/index.html](/content/4-reasons-were-grateful-for-ai/index.html) (54 words) - [Clarifai - The World's AI](/content/4-reasons-were-grateful-for-ai/datasets/index.html) (34 words) - [Clarifai - The World's AI](/content/4-reasons-were-grateful-for-ai/workflows/index.html) (14 words) - [Clarifai - The World's AI](/content/computer-vision-models-what-are-they-and-how-to-build-your-own/workflows/index.html) (34 words) - [Personal Access Tokens | Clarifai Docs](/content/docs/control/authentication/pat/index.html): Authenticate access to your own resources and those outside the scope of your apps (907 words) - [What is NVIDIA H100? Price, Specs and Decision Guide | Clarifai Blog](/content/blog/nvidia-h100/index.html): **Summary:**The NVIDIA H100 Tensor Core GPU is the workhorse powering today’s generative‑AI boom. Built on th¯e Hopper architecture, it packs unprecedented compute density, bandwidth, and memory to... (3,383 words) - [Clarifai - The World's AI](/content/5-myths-about-artificial-intelligence/datasets/index.html) (34 words) - [Clarifai - The World's AI](/content/stability-ai/models/index.html) (34 words) - [Clarifai - The World's AI](/content/developer/index.html) (34 words) - [Clarifai - The World's AI](/content/apps/index.html) (34 words) - [Clarifai - The World's AI](/content/ai-at-the-movies-how-ex-machina-shows-ai-is-what-you-make-it/workflows/index.html) (65 words) - [Clarifai - The World's AI](/content/ai-at-the-movies-how-ex-machina-shows-ai-is-what-you-make-it/datasets/index.html) (34 words) - [Clarifai - The World's AI](/content/stability-ai/datasets/index.html) (38 words) - [account app | Clarifai - The World's AI](/content/developer/account/index.html) (18 words) - [agentic-model app by clarifai | Clarifai - The World's AI](/content/clarifai/agentic-model/index.html) (18 words) - [Clarifai - The World's AI](/content/ai-at-the-movies-how-ex-machina-shows-ai-is-what-you-make-it/models/index.html) (14 words) - [Clarifai - The World's AI](/content/get-sdk/datasets/index.html) (38 words) - [Clarifai - The World's AI](/content/stability-ai/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/5-myths-about-artificial-intelligence/models/index.html) (34 words) - [Clarifai - The World's AI](/content/5-myths-about-artificial-intelligence/workflows/index.html) (36 words) - [Clarifai - The World's AI](/content/get-sdk/models/index.html) (34 words) - [Models from agentic-model by clarifai | Clarifai - The World's AI](/content/clarifai/agentic-model/models/index.html) (65 words) - [Clarifai - The World's AI](/content/get-sdk/workflows/index.html) (36 words) - [Models from zephyr | Clarifai - The World's AI](/content/huggingface-research/zephyr/models/index.html) (65 words) - [Clarifai - The World's AI](/content/computer-vision-models-what-are-they-and-how-to-build-your-own/models/index.html) (34 words) - [Postman | Clarifai Docs](/content/docs/resources/api-references/postman/index.html): Learn how to use Postman with Clarifai APIs (643 words) - [Clarifai 10.5: Gear Up Your AI: Fine-Tuning LLMs | Clarifai Blog](/content/blog/clarifai-10-5-gear-up-your-ai-fine-tuning-llms.html): This blog post focuses on new features and improvements. For a comprehensive list, including bug fixes, please see the [release notes.](https://docs.clarifai.com/product-updates/changelog/release105) (1,120 words) - [Clarifai - The World's AI](/content/computer-vision-models-what-are-they-and-how-to-build-your-own/datasets/index.html) (34 words) - [MLOps Best Practices: Building Robust ML Pipelines for Real‑World Impact | Clarifai Blog](/content/blog/mlops-best-practices/index.html): Machine learning projects often start with a proof‑of‑concept, a single model deployed by a data scientist on her laptop. **Scaling that model into a robust, repeatable production pipeline requires... (4,406 words) - [Node.js SDK | Clarifai Docs](/content/docs/resources/api-overview/nodejs-sdk/index.html): Discover the power of the Node.js SDK (335 words) - [Clarifai 10.4: From Zero to App in 5 minutes | Clarifai Blog](/content/blog/clarifai-10-4.html): This blog post focuses on new features and improvements. For a comprehensive list, including bug fixes, please see the [release notes.](https://docs.clarifai.com/product-updates/changelog/release104) (1,889 words) - [# Best GPUs for Deep Learning in 2025 | Clarifai Blog](/content/blog/best-gpus/index.html): **Summary** – Deep‑learning models have exploded in size and complexity, and 2025 marks a turning point in GPU technology. Nvidia’s Hopper and Blackwell architectures bring memory bandwidth into th... (3,800 words) - [ssd-1b model | Clarifai - The World's AI](/content/segmind/segmind-stable-diffusion/models/ssd-1b/index.html) (13 words) - [Rate Limits | Clarifai Docs](/content/docs/resources/api-overview/rate-limits/index.html): Learn about our API rate limits (526 words) - [jina-embeddings-v2-base-en model | Clarifai - The World's AI](/content/jinaai/jina-embeddings/models/jina-embeddings-v2-base-en/index.html) (25 words) - [What Are GPU Clusters and How They Accelerate AI Workloads | Clarifai Blog](/content/blog/what-are-gpu-clusters-and-how-they-accelerate-ai-workloads.html): AI is growing rapidly, driven by advancements in generative and agentic AI. This growth has created a significant demand for computational power that traditional infrastructure cannot meet. GPUs, o... (3,274 words) - [how-to-prove-the-roi-of-computer-vision-moderation app | Clarifai - The World's AI](/content/blog/how-to-prove-the-roi-of-computer-vision-moderation/index.html) (22 words) - [nougat-base model by facebook | Clarifai - The World's AI](/content/facebook/nougat/models/nougat-base/index.html) (18 words) - [GPT-5 Applications – Enterprise Workflows & Business Use Cases | Clarifai Blog](/content/blog/gpt-5-applications/index.html): Generative AI has become a common tool in boardrooms and back offices since OpenAI's GPT-4 came out. But the fact that GPT-5 will come out in August 2025 is more than just a small update. This mean... (3,220 words) - [ai-image-moderation app | Clarifai - The World's AI](/content/models/ai-image-moderation/index.html) (18 words) - [Clarifai - The World's AI](/content/mistralai/models/index.html) (34 words) - [zephyr-7B-alpha model | Clarifai - The World's AI](/content/huggingface-research/zephyr/models/zephyr-7b-alpha/index.html) (22 words) - [Clarifai - The World's AI](/content/video-building-a-custom-computer-vision-model-to-recognize-santa-in-ugly-christmas-sweaters/datasets/index.html) (38 words) - [Clarifai - The World's AI](/content/mistralai/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/what-is-computer-vision-why-should-businesses-care-about-this-form-of-ai/models/index.html) (53 words) - [mistral-7B-OpenOrca model | Clarifai - The World's AI](/content/mistralai/completion/models/mistral-7b-openorca/index.html) (10 words) - [Clarifai - The World's AI](/content/the-new-rules-of-build-vs-buy-in-an-ai-world/models/index.html) (34 words) - [Clarifai - The World's AI](/content/salesforce/datasets/index.html) (34 words) - [Build and Deploy a Custom MCP Server from Scratch | Clarifai Blog](/content/blog/build-and-deploy-a-custom-mcp-server-from-scratch/index.html): You can think of **MCP** like the USB-C port on a laptop. One port gives you access to multiple functions such as charging, data transfer, display output, and more, without needing separate connect... (2,362 words) - [Clarifai - The World's AI](/content/mistralai/datasets/index.html) (34 words) - [how-architizer-uses-image-recognition-to-unlock-the-potential-of-user-generated-content app | Clarifai - The World's AI](/content/blog/how-architizer-uses-image-recognition-to-unlock-the-potential-of-user-generated-content.html) (22 words) - [Clarifai - The World's AI](/content/demo/datasets/index.html) (35 words) - [Clarifai - The World's AI](/content/clarifai-featured-hack-spectrum-navigator-is-a-gps-app-that-helps-people-navigate-by-landmark/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/manual-vs-ai-moderation-how-to-decide-which-option-is-best-for-your-business/datasets/index.html) (34 words) - [chat-completion app | Clarifai - The World's AI](/content/openai/chat-completion/index.html) (18 words) - [Clarifai CLI | Clarifai Docs](/content/docs/resources/api-overview/cli/index.html): Learn how to use the Clarifai Command Line Interface (CLI) (6,981 words) - [Clarifai - The World's AI](/content/the-new-rules-of-build-vs-buy-in-an-ai-world/workflows/index.html) (34 words) - [openHermes-2-mistral-7B model | Clarifai - The World's AI](/content/mistralai/completion/models/openhermes-2-mistral-7b/index.html) (20 words) - [color-image-recognition-model-eeed0b6733a644cea07cf4c60f87ebb7 app | Clarifai - The World's AI](/content/models/color-image-recognition-model-eeed0b6733a644cea07cf4c60f87ebb7.html) (18 words) - [Custom KNN Face Classifier | Clarifai Docs](/content/docs/create/workflows/examples/knn-classifier/index.html): Use facial recognition to identify individual people. (1,679 words) - [Clarifai - The World's AI](/content/salesforce/workflows/index.html) (37 words) - [ | Clarifai Blog](/content/blog/rag-with-gpt-5/index.html): The emergence of large language models has changed the way organizations **search, summarize, code, and communicate**. Even the most advanced models have a limitation: they produce responses that r... (3,058 words) - [Do LLMs Reign Supreme in Few-Shot NER? Part III | Clarifai Blog](/content/blog/do-llms-reign-supreme-in-few-shot-ner-part-iii/index.html): .png?width=1000&height=556&name=Do%20LLMs%20Reign%20Supreme%20in%20Few-Shot%20NER_%20(1).png) (2,308 words) - [Clarifai - The World's AI](/content/manual-vs-ai-moderation-how-to-decide-which-option-is-best-for-your-business/models/index.html) (34 words) - [Difference Between AI Inference and Training, and Why Does It Matter? | Clarifai Blog](/content/blog/training-vs-inference/index.html): Artificial intelligence (AI) projects always hinge on **two very different activities:** **training** and **inference**. **Training** is the period when data scientists feed labeled examples into a... (2,926 words) - [Clarifai - The World's AI](/content/the-new-rules-of-build-vs-buy-in-an-ai-world/datasets/index.html) (34 words) - [convolutional-neural-networks-what-they-are-and-why-theyre-so-good app | Clarifai - The World's AI](/content/blog/convolutional-neural-networks-what-they-are-and-why-theyre-so-good.html) (18 words) - [Clarifai - The World's AI](/content/manual-vs-ai-moderation-how-to-decide-which-option-is-best-for-your-business/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/salesforce/models/index.html) (34 words) - [Clarifai - The World's AI](/content/demo/workflows/index.html) (36 words) - [Clarifai - The World's AI](/content/docs/models/index.html) (34 words) - [Clarifai - The World's AI](/content/demo/models/index.html) (48 words) - [Clarifai - The World's AI](/content/docs/workflows/index.html) (34 words) - [Models from chat-completion | Clarifai - The World's AI](/content/openai/chat-completion/models/index.html) (65 words) - [welcome-to-the-new-clarifai app | Clarifai - The World's AI](/content/blog/welcome-to-the-new-clarifai/index.html) (18 words) - [Clarifai - The World's AI](/content/video-building-a-custom-computer-vision-model-to-recognize-santa-in-ugly-christmas-sweaters/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/docs/datasets/index.html) (34 words) - [Clarifai - The World's AI](/content/clarifai-featured-hack-spectrum-navigator-is-a-gps-app-that-helps-people-navigate-by-landmark/models/index.html) (34 words) - [Clarifai - The World's AI](/content/clarifai-featured-hack-spectrum-navigator-is-a-gps-app-that-helps-people-navigate-by-landmark/datasets/index.html) (37 words) - [asr-wav2vec2-large-robust-ft-swbd-300h-english model by facebook | Clarifai - The World's AI](/content/facebook/asr/models/asr-wav2vec2-large-robust-ft-swbd-300h-english/index.html) (12 words) - [Supercharge your LLM via Retrieval Augmented Fine-tuning | Clarifai Blog](/content/blog/supercharge-your-llm-via-retrieval-augmented-fine-tuning.html): Large Language Models (LLMs) have become increasingly valuable for answering questions in specialized domains, such as medical or legal documents. To enhance their performance, it’s common to injec... (1,135 words) - [Complete Guide to Audit Logging with Clarifai | Clarifai Blog](/content/blog/complete-guide-to-audit-logging-with-clarifai/index.html): Fast-moving AI teams work in environments where models evolve, data shifts, and user activity never stops. Without robust audit logging, tracking down bugs, investigating suspicious behavior, or pr... (1,170 words) - [NVIDIA A10 vs L40S GPUs for AI Workloads | Clarifai Blog](/content/blog/nvidia-a10-vs-l40s-gpus-for-ai-workloads/index.html): Choosing the right GPU is a critical decision when running machine learning and LLM workloads. You need enough compute to run your models efficiently without overspending on unnecessary power. In t... (1,308 words) - [Clarifai - The World's AI](/content/facial-recognition-101-use-cases-and-how-it-works/workflows/index.html) (34 words) - [Clarifai 10.1: RAG in 4 lines of code | Clarifai Blog](/content/blog/clarifai-release-10-1.html): This blog post focuses on new features and improvements. For a comprehensive list, including bug fixes, please see the [release notes.](https://docs.clarifai.com/product-updates/changelog/release101) (1,223 words) - [Models from translation | Clarifai - The World's AI](/content/helsinki-nlp/translation/models/index.html) (71 words) - [Models from named-entity-recognition | Clarifai - The World's AI](/content/nerres/named-entity-recognition/models/index.html) (65 words) - [NVIDIA B200 Vs. H100: Choosing The Right GPU For Your AI Workloads | Clarifai Blog](/content/blog/nvidia-b200-vs-h100/index.html): The AI landscape continues to evolve at breakneck speed, demanding increasingly powerful hardware to support massive language models, complex simulations, and real-time inference workloads. NVIDIA ... (1,809 words) - [Clarifai - The World's AI](/content/deep-learning-what-it-is-and-why-it-matters/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/clarifai/geoint-demo-3/installed_module_versions/docqa/investigate/index.html) (13 words) - [Clarifai - The World's AI](/content/4-ways-ai-is-positively-impacting-safety-and-security/models/index.html) (34 words) - [## Introduction | Clarifai Blog](/content/blog/agentic-prompt-engineering/index.html): Large Language Models (LLMs) have transformed how we interact with machines by making conversations feel intuitive, responsive, and increasingly intelligent. They now power everything from basic ch... (2,206 words) - [Do LLMs Reign Supreme in Few-Shot NER? Part II | Clarifai Blog](/content/blog/do-llms-reign-supreme-in-few-shot-ner-part-ii/index.html): Large Language Models (LLMs) have gained a lot of attention recently and achieved impressive results in various NLP tasks. Building on this momentum, it’s crucial to dive deeper into specific appli... (1,315 words) - [Clarifai 11.6: Introducing Local Runners — Ngrok for AI Models | Clarifai Blog](/content/blog/clarifai-11-6-introducing-local-runners-ngrok-for-ai-models.html): This blog post focuses on new features and improvements. For a comprehensive list, including bug fixes, please see the [release notes.](https://docs.clarifai.com/product-updates/changelog/release115/) (1,215 words) - [Clarifai - The World's AI](/content/nerres/index.html) (36 words) - [Clarifai - The World's AI](/content/text-moderation-model/models/index.html) (34 words) - [Clarifai - The World's AI](/content/4-ways-ai-enhances-your-customers-experiences/datasets/index.html) (34 words) - [Clarifai 10.8: Supercharge AI Models with Advanced Concept Mapping | Clarifai Blog](/content/blog/clarifai-10-8-supercharge-ai-models-with-clarifais-advanced-concept-mapping.html): This blog post focuses on new features and improvements. For a comprehensive list, including bug fixes, please see the [release notes.](https://docs.clarifai.com/product-updates/changelog/release108) (870 words) - [Clarifai - The World's AI](/content/deep-learning-what-it-is-and-why-it-matters/datasets/index.html) (34 words) - [Clarifai 10.7: Your Data, Your AI: Fine-Tune Llama 3.1 | Clarifai Blog](/content/blog/clarifai-10-7-finetune-llama-3-1.html): This blog post focuses on new features and improvements. For a comprehensive list, including bug fixes, please see the [release notes.](https://docs.clarifai.com/product-updates/changelog/release107) (1,284 words) - [Clarifai - The World's AI](/content/4-ways-ai-is-positively-impacting-safety-and-security/datasets/index.html) (17 words) - [Using Clarifai's native Vector Database | Clarifai Blog](/content/blog/using-clarifais-native-vector-database/index.html): Data is a critical component of businesses and organizations, but storing and retrieving it can be challenging. With the unprecedented growth in unstructured data, i.e. images, texts, audio, a new ... (1,009 words) - [Clarifai - The World's AI](/content/text-moderation-model/workflows/index.html) (36 words) - [Clarifai - The World's AI](/content/4-ways-ai-enhances-your-customers-experiences/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/facial-recognition-101-use-cases-and-how-it-works/datasets/index.html) (34 words) - [Clarifai - The World's AI](/content/text-moderation-model/datasets/index.html) (36 words) - [What Is the NVIDIA A100 GPU and Why Is It Important for AI? | Clarifai Blog](/content/blog/nvidia-a100/index.html): **The NVIDIA A100 is a powerful computer unit made for advanced AI and data analysis tasks.** Pricing, Specifications, and AI Infrastructure Guide (1,692 words) - [Meet the Clarifai Winners of the AI DevWorld Hackathon | Clarifai Blog](/content/blog/meet-the-winners-of-the-ai-devworld-hackathon/index.html): In October 2023, Clarifai was excited to participate in the [API + AI DevWorld Hackathon](https://aidevworld.com/hackathon/?utm_source=clarifai), which was in-person in San Francisco and virtual. T... (943 words) - [Clarifai - The World's AI](/content/draft_5-ai-definitions-every-product-manager-should-know/models/index.html) (34 words) - [Clarifai - The World's AI](/content/facial-recognition-101-use-cases-and-how-it-works/models/index.html) (34 words) - [How to Monitor and Control AI Workloads with Control Center | Clarifai Blog](/content/blog/how-to-monitor-and-control-ai-workloads-with-control-center.html): Managing AI infrastructure across an organization isn’t just complex — it can be chaotic. As teams scale their AI efforts, they’re often met with a fragmented mess of tools, dashboards, and spreads... (1,809 words) - [Building an AI App with Clarifai-Python SDK | Clarifai Blog](/content/blog/building-an-ai-app-with-clarifai-python-sdk/index.html): To get started with any project using the Clarifai platform, you'll need to create an application. An application is literally what it sounds like: an application of AI to an existing challenge. It... (966 words) - [NextGen GPT AI Hackathon with Clarifai - Winners Announcement | Clarifai Blog](/content/blog/nextgen-gpt-ai-hackathon-with-clarifai-winners-announcement.html): To kick off 2024, we have partnered with Lablab.ai to host the **NextGen GPT AI Hackathon with Clarifai**. The purpose of the Hackathon is to nurture creativity in the development of AI-first produ... (891 words) - [Clarifai - The World's AI](/content/4-ways-ai-is-positively-impacting-safety-and-security/workflows/index.html) (14 words) - [Clarifai - The World's AI](/content/4-ways-ai-enhances-your-customers-experiences/models/index.html) (34 words) - [Clarifai - The World's AI](/content/draft_5-ai-definitions-every-product-manager-should-know/datasets/index.html) (34 words) - [Clarifai Docs](/content/docs/portal-guide/modules/create-install/index.html) (34 words) - [sentiment-analysis-distilbert-english model | Clarifai - The World's AI](/content/erfan/text-classification/models/sentiment-analysis-distilbert-english/index.html) (12 words) - [4-ways-ai-enhances-your-customers-experiences/index.html](/content/4-ways-ai-enhances-your-customers-experiences/index.html) (34 words) - [Clarifai - The World's AI](/content/what-is-computer-vision-why-should-businesses-care-about-this-form-of-ai/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/harnessing-ai-for-good-the-promise-of-facial-recognition/datasets/index.html) (34 words) - [Clarifai - The World's AI](/content/draft_5-ai-definitions-every-product-manager-should-know/workflows/index.html) (34 words) - [How Scaling to Zero Optimizes AI Infrastructure Costs | Clarifai Blog](/content/blog/how-scaling-to-zero-optimizes-ai-infrastructure-costs.html): In today’s AI-driven world, businesses and developers need scalable, cost-efficient computing solutions. Scaling to zero is a critical strategy for optimizing cloud resource usage, especially for A... (1,112 words) - [Build a Retrieval-Augmented Generation (RAG) system in 4 lines of code | Clarifai Blog](/content/blog/retrieval-augmented-generation-rag-in-4-lines-of-code.html): Large Language Models are not up-to-date, and they also lack domain-specific knowledge, as they are trained for generalized tasks and cannot be used to ask questions about your own data. (1,013 words) - [Clarifai - The World's AI](/content/helsinkinlp/index.html) (34 words) - [Clarifai 11.1: Control Center (Public Preview): One Dashboard, Total Control Over Your AI Operations | Clarifai Blog](/content/blog/clarifai-11-1-control-center-public-preview-one-dashboard-total-control-over-your-ai-operations.html): This blog post focuses on new features and improvements. For a comprehensive list, including bug fixes, please see the [release notes.](https://docs.clarifai.com/product-updates/changelog/release111) (706 words) - [Use cases and Benefits of Vector Databases | Clarifai Blog](/content/blog/use-cases-and-benefits-of-vector-databases/index.html): With the rapid adoption of AI and the innovation that is happening around us, we need the ability to take large amounts of data, contextualize it, and enable it to be searched with meaning. (1,211 words) - [Models from translation | Clarifai - The World's AI](/content/helsinkinlp/translation/models/index.html) (65 words) - [Clarifai - The World's AI](/content/deep-learning-what-it-is-and-why-it-matters/models/index.html) (34 words) - [Clarifai - The World's AI](/content/harnessing-ai-for-good-the-promise-of-facial-recognition/models/index.html) (34 words) - [Clarifai - The World's AI](/content/harnessing-ai-for-good-the-promise-of-facial-recognition/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/what-is-computer-vision-why-should-businesses-care-about-this-form-of-ai/datasets/index.html) (34 words) - [Clarifai 11.4: Faster Model Deployment & Inference with Python SDK | Clarifai Blog](/content/blog/clarifai-11-4-faster-model-deployment-inference-with-python-sdk.html): This blog post focuses on new features and improvements. For a comprehensive list, including bug fixes, please see the [release notes.](https://docs.clarifai.com/product-updates/changelog/release114) (1,067 words) - [Clarifai - The World's AI](/content/moonshotai/workflows/index.html) (34 words) - [llama2-7b-chat model | Clarifai - The World's AI](/content/meta/llama-2/models/llama2-7b-chat/index-2.html) (13 words) - [Run Zephyr 7B with an API | Clarifai Blog](/content/blog/run-zephyr-7b-with-an-api/index.html): Zephyr-7B-alpha is a new open-source language model from HuggingFace and is based on [Mistral-7B](https://clarifai.com/mistralai/completion/models/mistral-7B-Instruct). This model surpasses Llama 2... (365 words) - [GPU Fractioning Explained: How to Run Multiple AI Workloads on a Single GPU | Clarifai Blog](/content/blog/gpu-fractioning-explained-how-to-run-multiple-ai-workloads-on-a-single-gpu.html): GPUs are in extremely high demand right now, especially with the rapid growth of AI workloads across industries. Efficient resource utilization is more important than ever, and GPU fractioning is o... (1,126 words) - [Clarifai - The World's AI](/content/perceive-2021/workflows/index.html) (38 words) - [translation app | Clarifai - The World's AI](/content/helsinki-nlp/translation/index.html) (18 words) - [Optimizing LLMs: Comparing vLLM, LMDeploy, and SGLang | Clarifai Blog](/content/blog/comparing-vllm-lmdeploy-and-sglang/index.html): Large Language Models (LLMs) are at the forefront of AI innovation, offering remarkable capabilities in natural language processing tasks. However, their impressive performance comes with a signifi... (854 words) - [translation app | Clarifai - The World's AI](/content/helsinkinlp/translation/index.html) (18 words) - [Clarifai 10.9: Control Center: Your Unified AI Dashboard | Clarifai Blog](/content/blog/clarifai-10-9-control-center.html): This blog post focuses on new features and improvements. For a comprehensive list, including bug fixes, please see the [release notes.](https://docs.clarifai.com/product-updates/changelog/release109) (692 words) - [Clarifai - The World's AI](/content/models/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/models/models/index.html) (34 words) - [Clarifai - The World's AI](/content/helsinki-nlp/index.html) (38 words) - [Clarifai - The World's AI](/content/perceive-2021/models/index.html) (38 words) - [Clarifai 11.3: Introducing AI Playground — LLM Battleground to Test Powerful AI Models | Clarifai Blog](/content/blog/clarifai-11-3-ai-playground-your-llm-battleground-to-test-powerful-ai-models.html): This blog post focuses on new features and improvements. For a comprehensive list, including bug fixes, please see the [release notes.](https://docs.clarifai.com/product-updates/changelog/release113) (760 words) - [Clarifai - The World's AI](/content/models/datasets/index.html) (36 words) - [kimi app | Clarifai - The World's AI](/content/moonshotai/kimi/index.html) (18 words) - [Clarifai - The World's AI](/content/moonshotai/index.html) (34 words) - [Clarifai - The World's AI](/content/perceive-2021/datasets/index.html) (39 words) - [NVIDIA A100 vs. H100: Choosing the Right GPU for Your AI Workloads | Clarifai Blog](/content/blog/nvidia-a100-vs-h100-choosing-the-right-gpu-for-your-ai-workloads.html): AI and High-Performance Computing (HPC) workloads are growing more complex, requiring hardware that can keep up with massive processing demands. NVIDIA’s GPUs have become a key part of this, poweri... (1,519 words) - [Models from qwen3 | Clarifai - The World's AI](/content/qwen/qwen3/models/index.html) (65 words) - [codellama-7b-instruct-gptq model | Clarifai - The World's AI](/content/meta/llama-2/models/codellama-7b-instruct-gptq/index.html) (22 words) - [## Introduction | Clarifai Blog](/content/blog/nvidia-a10-vs-a100-choosing-the-right-gpu-for-ai-workloads.html): AI systems are compute-intensive. Tasks like large-scale inference, model training, and real-time decision-making require powerful hardware. GPUs are central to this, accelerating workloads across ... (1,468 words) - [Model Demo: | Clarifai Blog](/content/blog/run-claude-2-1-with-an-api.html): [Claude 2.1](https://docs.anthropic.com/claude/docs/claude-2p1-guide) is the latest iteration of the anthropic language model. This model introduces significant enhancements over its predecessor, C... (502 words) - [Clarifai 11.5: Introducing Support for AI Agents and Model Context Protocol (MCP) | Clarifai Blog](/content/blog/clarifai-11-5-introducing-support-for-ai-agents-and-model-context-protocol.html): This blog post focuses on new features and improvements. For a comprehensive list, including bug fixes, please see the [release notes.](https://docs.clarifai.com/product-updates/changelog/release115/) (1,049 words) - [Clarifai 10.10: Compute Orchestration [Private-Preview] | Clarifai Blog](/content/blog/clarifai-10-10-compute-orchestration-private-preview.html): This blog post focuses on new features and improvements. For a comprehensive list, including bug fixes, please see the [release notes.](https://docs.clarifai.com/product-updates/changelog/release10... (682 words) - [Run Your Own AI Coding Agent Locally with GPT-OSS and OpenHands | Clarifai Blog](/content/blog/run-your-own-ai-coding-agent-locally-with-gpt-oss-openhands.html): Whether you're refactoring legacy code, implementing new features, or debugging complex issues, AI coding assistants can accelerate your development workflow and reduce time-to-delivery. OpenHands ... (1,047 words) - [How to run Nougat with an API | Clarifai Blog](/content/blog/how-to-run-nougat-with-an-api/index.html): Nougat is a visual transformer model from Meta AI that converts document images, including complex math equations, into structured text, offering advancements in academic paper parsing. (423 words) - [qwen3 app | Clarifai - The World's AI](/content/qwen/qwen3/index.html) (22 words) - [Clarifai 11.7: Benchmarking GPT-OSS Across H100s and B200s | Clarifai Blog](/content/blog/benchmarking-gpt-oss-across-h100s-and-b200s/index.html): This blog post focuses on new features and improvements. For a comprehensive list, including bug fixes, please see the [release notes.](https://docs.clarifai.com/product-updates/changelog/release117) (816 words) - [Clarifai 10.11: Compute Orchestration [Public-Preview] | Clarifai Blog](/content/blog/clarifai-10-10-compute-orchestration-public-preview.html): This blog post focuses on new features and improvements. For a comprehensive list, including bug fixes, please see the [release notes.](https://docs.clarifai.com/product-updates/changelog/release1011) (612 words) - [OpenAI GPT‑OSS Benchmarks: How It Compares to GLM‑4.5, Qwen3, DeepSeek, and Kimi K2 | Clarifai Blog](/content/blog/openai-gpt-oss-benchmarks-how-it-compares-to-glm-4-5-qwen3-deepseek-and-kimi-k2.html): OpenAI has released **gpt‑oss‑120b** and **gpt‑oss‑20b**, a new series of open‑weight reasoning models. Released under the **Apache 2.0 license**, these text‑only models are designed for robust ins... (1,131 words) - [Clarifai 11.0: Streamline AI Insights with the Unified Clarifai Control Center | Clarifai Blog](/content/blog/clarifai-11-0-clarifais-control-center.html): This blog post focuses on new features and improvements. For a comprehensive list, including bug fixes, please see the [release notes.](https://docs.clarifai.com/product-updates/changelog/release110) (782 words) - [Nvidia's Breakthrough and Hybrid AI with Clarifai | Clarifai Blog](/content/blog/nvidias-breakthrough-and-hybrid-ai-with-clarifai/index.html): In the ever-evolving landscape of technology, there are moments that redefine our expectations and propel us toward new horizons. This week at NVIDIA’s Keynote at their GTC conference we stand at a... (583 words) - [Comparing SGLANG, vLLM, and TensorRT-LLM with GPT-OSS-120B | Clarifai Blog](/content/blog/comparing-sglang-vllm-and-tensorrt-llm-with-gpt-oss-120b.html): The ecosystem of LLM inference frameworks has been growing rapidly. As models become larger and more capable, the frameworks that power them are forced to keep pace, optimizing for everything from ... (985 words) - [Models from embed | Clarifai - The World's AI](/content/openai/embed/models/index.html) (65 words) - [Workflows from main by clarifai | Clarifai - The World's AI](/content/clarifai/main/workflows/index.html) (21 words) - [Models from completion | Clarifai - The World's AI](/content/zai/completion/models/index.html) (65 words) - [Models from deepseek-ocr | Clarifai - The World's AI](/content/deepseek-ai/deepseek-ocr/models/index.html) (65 words) - [Clarifai - The World's AI](/content/zai/index.html) (34 words) - [Clarifai - The World's AI](/content/compute-orchestration/index.html) (34 words) - [Input and Output Data Types | Clarifai Docs](/content/docs/compute/upload/data-types/index.html): Learn about supported input and output data types along with usage examples (768 words) - [Run Ollama Models Locally and make them Accessible via Public API | Clarifai Blog](/content/blog/run-ollama-models-locally-and-make-them-accessible-via-public-api.html): Running Large Language Models (LLMs) and other open-source models locally offers significant advantages for developers. This is where **Ollama** shines. Ollama simplifies the process of downloading... (994 words) - [samples/model-gallery/text/text-romance-french-txt.html](/content/samples/model-gallery/text/text-romance-french-txt.html) (14 words) - [Test Models Locally | Clarifai Docs](/content/docs/compute/upload/test-locally/index.html): Learn how to test your locally built models (699 words) - [Upload Inputs | Clarifai Docs](/content/docs/create/inputs/upload/index.html): Add structured or unstructured data to the Clarifai platform (575 words) - [nemotron-nano-v3-omni model | Clarifai - The World's AI](/content/nvidia/chat-completion/models/nemotron-nano-v3-omni/index.html) (24 words) - [Model Upload Examples | Clarifai Docs](/content/docs/compute/upload/examples/index.html): Learn how to upload and customize your own models on the Clarifai platform (18,630 words) - [Kimi-K2_5 model | Clarifai - The World's AI](/content/moonshotai/chat-completion/models/kimi-k2_5/index.html) (27 words) - [Clarifai - The World's AI](/content/hs-fs/hubfs/rag-query-drawio-20-1/index.html) (13 words) - [Models from mpt | Clarifai - The World's AI](/content/mosaicml/mpt/models/index.html) (65 words) - [Models from complete | Clarifai - The World's AI](/content/ai21/complete/models/index.html) (65 words) - [Clarifai - The World's AI](/content/tiiuae/index.html) (34 words) - [Models from speech-recognition | Clarifai - The World's AI](/content/gcp/speech-recognition/models/index.html) (65 words) - [Clarifai - The World's AI](/content/bigcode/index.html) (34 words) - [Models from code | Clarifai - The World's AI](/content/bigcode/code/models/index.html) (65 words) - [Models from Llama-2 | Clarifai - The World's AI](/content/meta/llama-2/models/index.html) (69 words) - [text-classification app | Clarifai - The World's AI](/content/erfan/text-classification/index.html) (20 words) - [Models from text-classification | Clarifai - The World's AI](/content/erfan/text-classification/models/index.html) (65 words) - [Clarifai - The World's AI](/content/erfan/index.html) (34 words) - [Models from face | Clarifai - The World's AI](/content/paddlepaddle/face/models/index.html) (65 words) - [Models from summarization | Clarifai - The World's AI](/content/huggingface-research/summarization/models/index.html) (65 words) - [Clarifai - The World's AI](/content/facebook/index.html) (34 words) - [Models from text-classification | Clarifai - The World's AI](/content/huggingface-research/text-classification/models/index.html) (68 words) - [Models from asr by facebook | Clarifai - The World's AI](/content/facebook/asr/models/index.html) (65 words) - [summarization app | Clarifai - The World's AI](/content/huggingface-research/summarization/index.html) (22 words) - [Clarifai - The World's AI](/content/paddlepaddle/index.html) (34 words) - [Models from workflow-test | Clarifai - The World's AI](/content/yuchen/workflow-test/models/index.html) (65 words) - [text-moderation app | Clarifai - The World's AI](/content/yuchen/text-moderation/index.html) (18 words) - [workflow-test app | Clarifai - The World's AI](/content/yuchen/workflow-test/index.html) (17 words) - [Clarifai - The World's AI](/content/yuchen/index.html) (36 words) - [Create a Labeling Task | Clarifai Docs](/content/docs/portal-guide/labeling-tasks/create-a-task/index.html): Learn how to label a batch of data manually or with AI assistance (1,566 words) - [Clarifai - The World's AI](/content/sumanth/rag/modules/rag/index.html) (13 words) - [Clarifai - The World's AI](/content/nousresearch/datasets/index.html) (34 words) - [main app by clarifai | Clarifai - The World's AI](/content/clarifai/main/index.html) (18 words) - [grok-3 model | Clarifai - The World's AI](/content/xai/chat-completion/models/grok-3/index.html) (13 words) - [Models from face-detection | Clarifai - The World's AI](/content/openvino/face-detection/models/index.html) (70 words) - [grok-2-1212 model | Clarifai - The World's AI](/content/xai/chat-completion/models/grok-2-1212/index.html) (13 words) - [Clarifai - The World's AI](/content/openvino/index.html) (38 words) - [gemini-2_0-flash model | Clarifai - The World's AI](/content/gcp/generate/models/gemini-2_0-flash/index.html) (9 words) - [grok-2-image-1212 model | Clarifai - The World's AI](/content/xai/image-generation/models/grok-2-image-1212/index.html) (9 words) - [gemini-2_0-flash-lite model | Clarifai - The World's AI](/content/gcp/generate/models/gemini-2_0-flash-lite/index.html) (29 words) - [gpt-4_1 model | Clarifai - The World's AI](/content/openai/chat-completion/models/gpt-4_1/index.html) (20 words) - [grok-2-vision-1212 model | Clarifai - The World's AI](/content/xai/chat-completion/models/grok-2-vision-1212/index.html) (26 words) - [Phi-4-reasoning-plus model | Clarifai - The World's AI](/content/microsoft/text-generation/models/phi-4-reasoning-plus/index.html) (24 words) - [weather-mcp-server model by clarifai | Clarifai - The World's AI](/content/clarifai/mcp/models/weather-mcp-server/index.html) (21 words) - [gemma-3-12b-it model | Clarifai - The World's AI](/content/gcp/generate/models/gemma-3-12b-it/index.html) (20 words) - [MiniCPM-o-2_6-language model | Clarifai - The World's AI](/content/openbmb/minicpm/models/minicpm-o-2_6-language/index.html) (21 words) - [gemini-2_5-flash model | Clarifai - The World's AI](/content/gcp/generate/models/gemini-2_5-flash/index.html) (25 words) - [Devstral-Small-2505_gguf-4bit model | Clarifai - The World's AI](/content/mistralai/completion/models/devstral-small-2505_gguf-4bit/index.html) (13 words) - [claude-3_5-haiku model | Clarifai - The World's AI](/content/anthropic/completion/models/claude-3_5-haiku/index.html) (14 words) - [MiniCPM3-4B model | Clarifai - The World's AI](/content/openbmb/minicpm/models/minicpm3-4b/index.html) (10 words) - [Qwen3-14B model | Clarifai - The World's AI](/content/qwen/qwenlm/models/qwen3-14b/index.html) (13 words) - [phi-4-mini-instruct model | Clarifai - The World's AI](/content/microsoft/text-generation/models/phi-4-mini-instruct/index.html) (12 words) - [Models from drbx | Clarifai - The World's AI](/content/databricks/drbx/models/index.html) (65 words) - [phi-4 model | Clarifai - The World's AI](/content/microsoft/text-generation/models/phi-4/index.html) (10 words) - [Models from Llama-3 | Clarifai - The World's AI](/content/meta/llama-3/models/index.html) (65 words) - [Filter | Clarifai Docs](/content/docs/create/search/api/filter/index.html): Select a subset of your data based on useful filters. (8,593 words) - [Rank | Clarifai Docs](/content/docs/create/search/api/rank/index.html): Search your data based on concepts or visual similarity (8,762 words) - [Models from instruction-generation | Clarifai - The World's AI](/content/nousresearch/instruction-generation/models/index.html) (65 words) - [Models from tts | Clarifai - The World's AI](/content/deepgram/tts/models/index.html) (65 words) - [drbx app | Clarifai - The World's AI](/content/databricks/drbx/index.html) (22 words) - [Clarifai - The World's AI](/content/nousresearch/index.html) (46 words) - [tts app | Clarifai - The World's AI](/content/deepgram/tts/index.html) (18 words) - [Clarifai - The World's AI](/content/deepgram/index.html) (34 words) - [instruction-generation app | Clarifai - The World's AI](/content/nousresearch/instruction-generation/index.html) (18 words) - [Models from embed | Clarifai - The World's AI](/content/mixedbread-ai/embed/models/index.html) (61 words) - [Clarifai - The World's AI](/content/mixedbread-ai/index.html) (34 words) - [Models from qwen-VL | Clarifai - The World's AI](/content/qwen/qwen-vl/models/index.html) (65 words) - [Clarifai - The World's AI](/content/meta/index.html) (36 words) - [cohere-embed-multilingual-v3_0 model | Clarifai - The World's AI](/content/cohere/embed/models/cohere-embed-multilingual-v3_0/index.html) (24 words) - [api/v2/inputs/status/index.html](/content/api/v2/inputs/status/index.html) (14 words) - [Clarifai - The World's AI](/content/deci/models/index.html) (50 words) - [Clarifai - The World's AI](/content/deci/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/deci/datasets/index.html) (41 words) - [Clarifai - The World's AI](/content/clarifai/data/modules/cluster-labeler/index.html) (13 words) - [Clarifai - The World's AI](/content/clarifai/visualize/modules/low_dimensional_viz/index.html) (13 words) - [Clarifai - The World's AI](/content/datastrategy/models/index.html) (42 words) - [Clarifai - The World's AI](/content/clarifai/generative-ai/installed_module_versions/module-chatbot/index.html) (13 words) - [Models from MAIN-image-moderation | Clarifai - The World's AI](/content/datastrategy/main-image-moderation/models/index.html) (65 words) - [Clarifai - The World's AI](/content/datastrategy/index.html) (34 words) - [MAIN-image-moderation app | Clarifai - The World's AI](/content/datastrategy/main-image-moderation/index.html) (18 words) - [the-magic-of-generative-adversarial-networks app | Clarifai - The World's AI](/content/blog/the-magic-of-generative-adversarial-networks/index.html) (18 words) - [Release 5.10 | Clarifai Docs](/content/docs/product-updates/changelog/release510/index.html): Changelog for Clarifai Release 5.10 (1,043 words) - [Release 5.11 | Clarifai Docs](/content/docs/product-updates/changelog/release511/index.html): Changelog for Clarifai Release 5.11 (832 words) - [wizardCoder-Python-34B model | Clarifai - The World's AI](/content/wizardlm/generate/models/wizardcoder-python-34b/index.html) (9 words) - [Release 6.0 | Clarifai Docs](/content/docs/product-updates/changelog/release60/index.html): Changelog for Clarifai Release 6.0 (554 words) - [Release 6.1 | Clarifai Docs](/content/docs/product-updates/changelog/release61/index.html): Changelog for Clarifai Release 6.1 (240 words) - [Release 6.3 | Clarifai Docs](/content/docs/product-updates/changelog/release63/index.html): Changelog for Clarifai Release 6.3 (431 words) - [Clarifai - The World's AI](/content/clarifai/databricks-connect-app/modules/databricks-connect/index.html) (17 words) - [Release 6.2 | Clarifai Docs](/content/docs/product-updates/changelog/release62/index.html): Changelog for Clarifai Release 6.2 (417 words) - [Clarifai - The World's AI](/content/anthropic/index.html) (37 words) - [Release 6.4 | Clarifai Docs](/content/docs/product-updates/changelog/release64/index.html): Changelog for Clarifai Release 6.4 (680 words) - [Release 6.6 | Clarifai Docs](/content/docs/product-updates/changelog/release66/index.html): Changelog for Clarifai Release 6.6 (1,556 words) - [Models from completion | Clarifai - The World's AI](/content/anthropic/completion/models/index.html) (65 words) - [Release 6.5 | Clarifai Docs](/content/docs/product-updates/changelog/release65/index.html): Changelog for Clarifai Release 6.5 (516 words) - [Release 6.7 | Clarifai Docs](/content/docs/product-updates/changelog/release67/index.html): Changelog for Clarifai Release 6.7 (928 words) - [Release 6.8 | Clarifai Docs](/content/docs/product-updates/changelog/release68/index.html): Changelog for Clarifai Release 6.8 (1,942 words) - [completion app | Clarifai - The World's AI](/content/anthropic/completion/index.html) (18 words) - [Release 6.9 | Clarifai Docs](/content/docs/product-updates/changelog/release69/index.html): Changelog for Clarifai Release 6.9 (712 words) - [Release 6.10 | Clarifai Docs](/content/docs/product-updates/changelog/release610/index.html): Changelog for Clarifai Release 6.10 (1,294 words) - [Release 6.11 | Clarifai Docs](/content/docs/product-updates/changelog/release611/index.html): Changelog for Clarifai Release 6.11 (521 words) - [moderation-abuse-korean model | Clarifai - The World's AI](/content/beomi/text-moderation/models/moderation-abuse-korean/index.html) (25 words) - [Release 7.0 | Clarifai Docs](/content/docs/product-updates/changelog/release70/index.html): Changelog for Clarifai Release 7.0 (516 words) - [discoLM app | Clarifai - The World's AI](/content/discoresearch/discolm/index.html) (18 words) - [Upload via UI | Clarifai Docs](/content/docs/create/inputs/upload/ui/index.html): Add data to the Clarifai platform via the UI (412 words) - [Release 7.2 | Clarifai Docs](/content/docs/product-updates/changelog/release72/index.html): Changelog for Clarifai Release 7.2 (223 words) - [Models from openchat | Clarifai - The World's AI](/content/openchat/openchat/models/index.html) (65 words) - [Clarifai - The World's AI](/content/fblgit/index.html) (37 words) - [Models from llava | Clarifai - The World's AI](/content/liuhaotian/llava/models/index.html) (65 words) - [Clarifai - The World's AI](/content/privacy-policy/datasets/index.html) (49 words) - [Clarifai - The World's AI](/content/privacy-policy/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/privacy-policy/models/index.html) (14 words) - [stripedHyena-Nous-7B model | Clarifai - The World's AI](/content/togethercomputer/stripedhyena/models/stripedhyena-nous-7b/index.html) (22 words) - [gemini-pro model | Clarifai - The World's AI](/content/gcp/generate/models/gemini-pro/index.html) (13 words) - [openchat-3_5-1210 model | Clarifai - The World's AI](/content/openchat/openchat/models/openchat-3_5-1210/index.html) (27 words) - [llamaGuard-7b model | Clarifai - The World's AI](/content/meta/llama-2/models/llamaguard-7b/index.html) (25 words) - [mixtral-8x7B-Instruct-v0_1 model | Clarifai - The World's AI](/content/mistralai/completion/models/mixtral-8x7b-instruct-v0_1/index.html) (13 words) - [discoLM-mixtral-8x7b-v2 model | Clarifai - The World's AI](/content/discoresearch/discolm/models/discolm-mixtral-8x7b-v2/index.html) (12 words) - [fuyu-8b model | Clarifai - The World's AI](/content/adept/fuyu/models/fuyu-8b/index.html) (13 words) - [gemini-1_5-flash model | Clarifai - The World's AI](/content/gcp/generate/models/gemini-1_5-flash/index.html) (26 words) - [imagen-2 model | Clarifai - The World's AI](/content/gcp/generate/models/imagen-2/index.html) (22 words) - [Explore state-of-the-art AI models](/content/explore/apps/templates/index.html): Jumpstart your AI solutions with pre-built models from Clarifai, leading AI providers and community contributors. (52 words) - [una-cybertron-7b-v2 model | Clarifai - The World's AI](/content/fblgit/una-cybertron/models/una-cybertron-7b-v2/index.html) (12 words) - [openchat-3_6-8b-20240522 model | Clarifai - The World's AI](/content/openchat/openchat/models/openchat-3_6-8b-20240522/index.html) (13 words) - [cogvlm-chat model | Clarifai - The World's AI](/content/thudm/cogvlm/models/cogvlm-chat/index.html) (28 words) - [qwen1_5-110B-chat model | Clarifai - The World's AI](/content/qwen/qwenlm/models/qwen1_5-110b-chat/index.html) (26 words) - [miniCPM-Llama3-V-2_5 model | Clarifai - The World's AI](/content/openbmb/minicpm/models/minicpm-llama3-v-2_5/index.html) (25 words) - [phi-3-vision-128k-instruct model | Clarifai - The World's AI](/content/microsoft/text-generation/models/phi-3-vision-128k-instruct/index.html) (12 words) - [Clarifai - The World's AI](/content/clarifai/ml/modules/module-hyperparameter_sweeps/index.html) (13 words) - [wizardLM-2-8x22B model | Clarifai - The World's AI](/content/wizardlm/generate/models/wizardlm-2-8x22b/index.html) (9 words) - [codestral-22b-instruct model | Clarifai - The World's AI](/content/mistralai/completion/models/codestral-22b-instruct/index.html) (10 words) - [qwen-VL-Chat model | Clarifai - The World's AI](/content/qwen/qwen-vl/models/qwen-vl-chat/index.html) (10 words) - [snowflake-arctic-instruct model | Clarifai - The World's AI](/content/snowflake/arctic/models/snowflake-arctic-instruct/index.html) (13 words) - [mixtral-8x22B-Instruct-v0_1 model | Clarifai - The World's AI](/content/mistralai/completion/models/mixtral-8x22b-instruct-v0_1/index.html) (13 words) - [Clarifai Docs](/content/docs/portal-guide/annotate/auto-annotation/index.html) (34 words) - [llama-3-70B model | Clarifai - The World's AI](/content/meta/llama-3/models/llama-3-70b/index.html) (12 words) - [Clarifai Docs](/content/docs/portal-guide/modules/ocr-evaluation-module/index.html) (34 words) - [codeLlama-70b-Python model | Clarifai - The World's AI](/content/meta/llama-2/models/codellama-70b-python/index.html) (9 words) - [codeLlama-70b-Instruct model | Clarifai - The World's AI](/content/meta/llama-2/models/codellama-70b-instruct/index.html) (12 words) - [text-embedding-3-large model | Clarifai - The World's AI](/content/openai/embed/models/text-embedding-3-large/index.html) (12 words) - [text-embedding-3-small model | Clarifai - The World's AI](/content/openai/embed/models/text-embedding-3-small/index.html) (9 words) - [audio-trascription model | Clarifai - The World's AI](/content/deepgram/transcribe/models/audio-trascription/index.html) (27 words) - [phi-2 model | Clarifai - The World's AI](/content/microsoft/text-generation/models/phi-2/index.html) (12 words) - [Llama-3-8B-Instruct model | Clarifai - The World's AI](/content/meta/llama-3/models/llama-3-8b-instruct/index.html) (12 words) - [llama-3-70B-Instruct model | Clarifai - The World's AI](/content/meta/llama-3/models/llama-3-70b-instruct/index.html) (12 words) - [mixtral-8x22B model | Clarifai - The World's AI](/content/mistralai/completion/models/mixtral-8x22b/index.html) (25 words) - [gemini-1_5-pro model | Clarifai - The World's AI](/content/gcp/generate/models/gemini-1_5-pro/index.html) (13 words) - [gemma-1_1-7b-it model | Clarifai - The World's AI](/content/gcp/generate/models/gemma-1_1-7b-it/index.html) (24 words) - [command-r-plus model | Clarifai - The World's AI](/content/cohere/generate/models/command-r-plus/index.html) (9 words) - [o1-mini model | Clarifai - The World's AI](/content/openai/chat-completion/models/o1-mini/index.html) (26 words) - [llama-3_2-3b-instruct model | Clarifai - The World's AI](/content/meta/llama-3/models/llama-3_2-3b-instruct/index-2.html) (12 words) - [o1-preview model | Clarifai - The World's AI](/content/openai/chat-completion/models/o1-preview/index.html) (28 words) - [llama-3_2-11b-vision-instruct model | Clarifai - The World's AI](/content/meta/llama-3/models/llama-3_2-11b-vision-instruct/index.html) (25 words) - [florence-2-large model | Clarifai - The World's AI](/content/microsoft/florence/models/florence-2-large/index.html) (22 words) - [Qwen2_5-Coder-7B-Instruct model | Clarifai - The World's AI](/content/qwen/qwencoder/models/qwen2_5-coder-7b-instruct/index.html) (9 words) - [llama-3_1-8b-instruct model | Clarifai - The World's AI](/content/meta/llama-3/models/llama-3_1-8b-instruct/index.html) (9 words) - [llama-3-8b-instruct-4bit model | Clarifai - The World's AI](/content/meta/llama-3/models/llama-3-8b-instruct-4bit/index.html) (10 words) - [phi-3-mini-4k model | Clarifai - The World's AI](/content/microsoft/text-generation/models/phi-3-mini-4k/index.html) (24 words) - [qwen2-7b-chat model | Clarifai - The World's AI](/content/qwen/qwenlm/models/qwen2-7b-chat/index.html) (13 words) - [mistral-nemo-instruct-2407 model | Clarifai - The World's AI](/content/mistralai/completion/models/mistral-nemo-instruct-2407/index.html) (13 words) - [whisper-large-v3 model | Clarifai - The World's AI](/content/openai/whisper/models/whisper-large-v3/index.html) (10 words) - [qwen1_5-7b-chat model | Clarifai - The World's AI](/content/qwen/qwenlm/models/qwen1_5-7b-chat/index.html) (13 words) - [granite-3_0-8b-instruct model | Clarifai - The World's AI](/content/ibm/granite/models/granite-3_0-8b-instruct/index.html) (23 words) - [claude-opus-4 model | Clarifai - The World's AI](/content/anthropic/completion/models/claude-opus-4/index.html) (9 words) - [pixtral-12b model | Clarifai - The World's AI](/content/mistralai/completion/models/pixtral-12b/index.html) (9 words) - [Qwen3-30B-A3B-GGUF model | Clarifai - The World's AI](/content/qwen/qwenlm/models/qwen3-30b-a3b-gguf/index.html) (13 words) - [o3 model | Clarifai - The World's AI](/content/openai/chat-completion/models/o3/index.html) (13 words) - [Llama-4-Scout-17B-16E-Instruct model | Clarifai - The World's AI](/content/meta/llama-4/models/llama-4-scout-17b-16e-instruct/index.html) (24 words) - [o4-mini model | Clarifai - The World's AI](/content/openai/chat-completion/models/o4-mini/index.html) (13 words) - [Clarifai - The World's AI](/content/press-release-clarifai-launches-reasoning-engine-optimized-for-agentic-ai-inference.html) (37 words) - [gemma-3n-E2B-it-GGUF-4bit-text model | Clarifai - The World's AI](/content/gcp/generate/models/gemma-3n-e2b-it-gguf-4bit-text/index.html) (12 words) - [gemma-3n-E4B-it-GGUF-4bit-text model | Clarifai - The World's AI](/content/gcp/generate/models/gemma-3n-e4b-it-gguf-4bit-text/index.html) (19 words) - [Qwen3_6-35B-A3B-FP8 model | Clarifai - The World's AI](/content/qwen/qwen-vl/models/qwen3_6-35b-a3b-fp8/index.html) (23 words) - [Clarifai Docs](/content/docs/api-guide/advanced-topics/pagination/index.html) (34 words) - [Clarifai - The World's AI](/content/clarifai/geoint-demo-3/modules/index.html) (13 words) - [Clarifai - The World's AI](/content/clarifai/generative-ai/modules/index.html) (13 words) - [geoint-demo-3 app by clarifai | Clarifai - The World's AI](/content/clarifai/geoint-demo-3/index.html) (18 words) - [Clarifai - The World's AI](/content/clarifai/index.html) (34 words) - [generative-ai app by clarifai | Clarifai - The World's AI](/content/clarifai/generative-ai/index.html) (18 words) - [clarifai-featured-hack-block-unwanted-nudity-in-blog-comments-with-disqus app | Clarifai - The World's AI](/content/blog/clarifai-featured-hack-block-unwanted-nudity-in-blog-comments-with-disqus.html) (18 words) - [Clarifai - The World's AI](/content/blog/3-ways-artificial-intelligence-is-impacting-the-art-world.html) (34 words) - [Clarifai - The World's AI](/content/blog/introducing-clarifais-first-end-to-end-solution-for-moderation.html) (34 words) - [Clarifai - The World's AI](/content/blog/5-industries-being-revolutionized-by-computer-vision.html) (14 words) - [Clarifai - The World's AI](/content/blog/how-to-prove-the-roi-of-computer-vision-moderation/index-2.html) (34 words) - [clarifai-featured-hack-explore-the-world-through-gestures-and-images-with-iris app | Clarifai - The World's AI](/content/blog/clarifai-featured-hack-explore-the-world-through-gestures-and-images-with-iris.html) (17 words) - [Clarifai - The World's AI](/content/huggingface-research/workflows/index.html) (38 words) - [4-things-ai-cant-do-better-than-humans/index.html](/content/4-things-ai-cant-do-better-than-humans/index.html) (34 words) - [Clarifai - The World's AI](/content/huggingface-research/models/index.html) (34 words) - [Clarifai - The World's AI](/content/blog/3-ways-ai-could-help-save-lives-2-ways-it-already-has.html) (34 words) - [Clarifai - The World's AI](/content/blog/tech-inclusion-and-diversity-in-machine-learning/index.html) (34 words) - [Clarifai - The World's AI](/content/models/demographics-image-recognition-model/c0c0ac362b03416da06ab3fa36fb58e3/index.html) (13 words) - [Clarifai - The World's AI](/content/blog/4-things-ai-cant-do-better-than-humans/index.html) (34 words) - [Clarifai - The World's AI](/content/blog/4-reasons-were-grateful-for-ai/index-2.html) (14 words) - [Clarifai - The World's AI](/content/developer/account/signup/index.html) (13 words) - [Clarifai - The World's AI](/content/apps/c0bbf13d8c194e4f9764289e9ac93ac5/explorer/index.html) (13 words) - [Clarifai - The World's AI](/content/blog/ai-at-the-movies-how-ex-machina-shows-ai-is-what-you-make-it-2.html) (14 words) - [Clarifai - The World's AI](/content/ebook-clarifai-executive-guide-2025/models/index.html) (34 words) - [Clarifai - The World's AI](/content/ebook-clarifai-executive-guide-2025/datasets/index.html) (34 words) - [Clarifai - The World's AI](/content/popsugar-uses-facial-recognition-to-find-your-celebrity-lookalike-with-twinning-app/datasets/index.html) (14 words) - [Clarifai - The World's AI](/content/stability-ai/index.html) (34 words) - [Clarifai - The World's AI](/content/deepseek-ai/playground/index.html) (43 words) - [AI Foundation Models: Choosing the Best Model for Your Use Case | Clarifai Blog](/content/blog/choosing-best-foundation-model-for-your-use-case/index.html): Artificial Intelligence (AI) is evolving at an unprecedented pace, paving the way for transformative advancements across numerous sectors. At the heart of this rapid evolution is an exceptional cla... (4,820 words) - [Clarifai - The World's AI](/content/blog/5-myths-about-artificial-intelligence/index.html) (34 words) - [DeepSeek-R1 model | Clarifai - The World's AI](/content/deepseek-ai/deepseek-chat/models/deepseek-r1/index.html) (24 words) - [DeepSeek-V3_1 model | Clarifai - The World's AI](/content/deepseek-ai/deepseek-chat/models/deepseek-v3_1/index.html) (13 words) - [how-visual-recognition-is-used-to-augment-doctors-and-diagnose-patients app | Clarifai - The World's AI](/content/blog/how-visual-recognition-is-used-to-augment-doctors-and-diagnose-patients.html) (18 words) - [ceopinions-why-we-build-products-that-put-the-power-of-ai-into-everyones-hands app | Clarifai - The World's AI](/content/blog/ceopinions-why-we-build-products-that-put-the-power-of-ai-into-everyones-hands.html) (18 words) - [get-to-know-the-technology-behind-edge-ai app | Clarifai - The World's AI](/content/blog/get-to-know-the-technology-behind-edge-ai/index.html) (22 words) - [support app | Clarifai - The World's AI](/content/developer/support/index.html) (18 words) - [Clarifai - The World's AI](/content/get-sdk/index.html) (34 words) - [general-image-recognition-model-aaa03c23b3724a16a56b629203edc62c app | Clarifai - The World's AI](/content/models/general-image-recognition-model-aaa03c23b3724a16a56b629203edc62c.html) (18 words) - [wedding-image-recognition-model-c386b7a870114f4a87477c0824499348 app | Clarifai - The World's AI](/content/models/wedding-image-recognition-model-c386b7a870114f4a87477c0824499348.html) (22 words) - [Why Is Data Orchestration Important in 2025? | Clarifai Blog](/content/blog/top-data-orchestration-tools/index.html): Quick Summary: Why is data orchestration so important in 2025? (3,226 words) - [Clarifai - The World's AI](/content/demo/index.html) (31 words) - [building-smarter-products-with-artificial-intelligence app | Clarifai - The World's AI](/content/blog/building-smarter-products-with-artificial-intelligence.html) (18 words) - [Clarifai - The World's AI](/content/docs/index-2.html) (34 words) - [signup app | Clarifai - The World's AI](/content/accounts/signup/index.html) (18 words) - [Clarifai - The World's AI](/content/blog/clarifai-featured-hack-spectrum-navigator-is-a-gps-app-that-helps-people-navigate-by-landmark-2.html) (34 words) - [test-visual-recognition-models-with-clarifais-v2-api-javascript-starter app | Clarifai - The World's AI](/content/blog/test-visual-recognition-models-with-clarifais-v2-api-javascript-starter.html) (18 words) - [Clarifai - The World's AI](/content/blog/4-ways-ai-enhances-your-customers-experiences/index.html) (34 words) - [Clarifai - The World's AI](/content/blog/4-ways-ai-is-positively-impacting-safety-and-security.html) (34 words) - [Clarifai - The World's AI](/content/blog/facial-recognition-101-use-cases-and-how-it-works/index-2.html) (34 words) - [Clarifai - The World's AI](/content/blog/harnessing-ai-for-good-the-promise-of-facial-recognition.html) (34 words) - [Clarifai - The World's AI](/content/blog/deep-learning-what-it-is-and-why-it-matters/index-2.html) (31 words) - [using-ai-for-data-analysis app | Clarifai - The World's AI](/content/blog/using-ai-for-data-analysis/index.html) (22 words) - [how-staples-improved-seo-using-clarifais-multi-language-image-recognition-api app | Clarifai - The World's AI](/content/blog/how-staples-improved-seo-using-clarifais-multi-language-image-recognition-api.html) (22 words) - [Clarifai - The World's AI](/content/blog/draft_5-ai-definitions-every-product-manager-should-know.html) (17 words) - [Clarifai - The World's AI](/content/blog/what-is-computer-vision-why-should-businesses-care-about-this-form-of-ai-2.html) (34 words) - [Hugging Face | Clarifai Docs](/content/docs/compute/toolkits/hf/index.html): Download and run Hugging Face models locally and make them available via a public API (2,537 words) - [Databricks-Connect Module | Clarifai Docs](/content/docs/integrations/databricks/databricks-connect/index.html): Use a no-code interface to move data across Databricks and Clarifai (1,528 words) - [5500-years-of-search-by-image app | Clarifai - The World's AI](/content/blog/5500-years-of-search-by-image/index.html) (18 words) - [Ingest Email Messages From Salesforce Using Unstructured.io | Clarifai Docs](/content/docs/integrations/unstructured/salesforce/index.html): Learn how to ingest email messages from Salesforce (1,248 words) - [Introducing Our Game-Changing Modules Feature | Clarifai Blog](/content/blog/introducing-our-game-changing-modules-feature/index.html): Welcome to a new era of Clarifai development as we proudly introduce the 9.6 release, featuring our game-changing Modules. Clarifai is privileged to sit on the cutting edge in a technological world... (2,497 words) - [Clarifai Docs](/content/docs/api-guide/workflows/common-workflows/visual-text-recognition-walkthrough/index.html) (34 words) - [Clarifai Docs](/content/docs/how-to/api/visual-text-recognition-walkthrough/index.html) (34 words) - [Do LLMs Reign Supreme in Few-Shot NER? | Clarifai Blog](/content/blog/do-llms-reign-supreme-in-few-shot-ner/index.html): Named Entity Recognition (NER) is a task in natural language processing (NLP) that involves identifying and classifying named entities in text into predefined categories such as names of people, or... (1,810 words) - [Multistage RAG Pipeline With DSPy | Clarifai Docs](/content/docs/integrations/dspy/multistage-dspy/index.html): A tutorial by Mogith PN (1,370 words) - [Clarifai Docs](/content/docs/legacy-portal-guide/workflows/common-workflows/custom-text-walkthrough/index.html) (34 words) - [Clarifai Docs](/content/docs/portal-guide/annotate/label-types/index.html) (34 words) - [introducing-clarifai-iot-sdk-beta app | Clarifai - The World's AI](/content/blog/introducing-clarifai-iot-sdk-beta/index.html) (18 words) - [Evaluate the best Speech To Text Models | Clarifai Blog](/content/blog/evaluate-the-best-speech-to-text-models/index.html): Speech-to-Text, often referred to as Automatic Speech Recognition (ASR), is a technology that uses machine learning to convert human speech into text. It's a common technology that many of us encou... (1,530 words) - [Clarifai Docs](/content/docs/portal-guide/data/explorer/annotations/index.html) (34 words) - [Clarifai Docs](/content/docs/portal-guide/data/index.html) (34 words) - [Clarifai Docs](/content/docs/portal-guide/data/explorer/predictions/index.html) (34 words) - [Artifacts Management | Clarifai Docs](/content/docs/create/artifacts/manage/index.html): Create, upload, download, list, get, and delete (1,636 words) - [how-the-right-facial-recognition-provider-can-improve-your-operations app | Clarifai - The World's AI](/content/blog/how-the-right-facial-recognition-provider-can-improve-your-operations.html) (18 words) - [50 Llama apps in 72 hours with Clarifai | Clarifai Blog](/content/blog/50-llama-apps-in-72-hours-with-clarifai/index.html): What an exciting time to be a part of the LLM world! Last month, we partnered with [Lablab.ai](https://lablab.ai/) to host the [**Llama 2 Hackathon with Clarifai**](https://lablab.ai/event/llama-2-... (1,399 words) - [Clarifai Docs](/content/docs/legacy-portal-guide/data/explorer/object-tracking/index.html) (34 words) - [introducing-clarifai-portal-clarifais-new-unified-ui app | Clarifai - The World's AI](/content/blog/introducing-clarifai-portal-clarifais-new-unified-ui.html) (22 words) - [AI in 5: How to Train a Classifier using an LLM | Clarifai Blog](/content/blog/how-to-train-a-classifier-using-an-llm/index.html): Welcome to the first AI in 5 post, where we teach you how you can create amazing things in just 5 minutes! This tutorial is based on this [video](https://youtu.be/1ZYkxV4CKiI?si=-01SD030w1_m5QVt), ... (877 words) - [Clarifai Docs](/content/docs/legacy-portal-guide/data/explorer/predictions/index.html) (34 words) - [OpenAI | Clarifai Docs](/content/docs/compute/toolkits/openai/index.html): Run OpenAI-compatible models locally and expose them via a public API (2,501 words) - [nsfw-model-for-content-detection app | Clarifai - The World's AI](/content/models/nsfw-model-for-content-detection/index.html) (18 words) - [Clarifai Docs](/content/docs/legacy-portal-guide/data/explorer/annotations/index.html) (34 words) - [LM Studio | Clarifai Docs](/content/docs/compute/toolkits/lmstudio/index.html): Download and run LM Studio models locally and expose them via a public API (2,017 words) - [Tracker | Clarifai Docs](/content/docs/create/agent-system-operators/tracker/index.html): Learn about our tracker operators (1,923 words) - [custom-model-building app | Clarifai - The World's AI](/content/services/custom-model-building/index.html) (17 words) - [text-analysis-model app | Clarifai - The World's AI](/content/models/text-analysis-model/index.html) (18 words) - [sentiment-analysis-twitter-roberta-base model | Clarifai - The World's AI](/content/erfan/text-classification/models/sentiment-analysis-twitter-roberta-base/index.html) (8 words) - [predictive-maintenance app | Clarifai - The World's AI](/content/use-cases/predictive-maintenance/index.html) (18 words) - [Chat With Dropbox Using Unstructured.io | Clarifai Docs](/content/docs/integrations/unstructured/dropbox/index.html): Learn how to chat with data from Dropbox (767 words) - [Building RAG with DSPy | Clarifai Docs](/content/docs/integrations/dspy/rag-dspy/index.html): Learn how to build RAG with DSPy and Clarifai Python SDK (1,018 words) - [people-vehicle-detection app | Clarifai - The World's AI](/content/models/people-vehicle-detection/index.html) (22 words) - [ner-biobert-ncbi-bc5cdr-disease model | Clarifai - The World's AI](/content/nerres/named-entity-recognition/models/ner-biobert-ncbi-bc5cdr-disease/index.html) (12 words) - [Llama 2 Hackathon with Clarifai - Winners Announcement | Clarifai Blog](/content/blog/llama-2-hackathon-with-clarifai-winners-announcement.html): Last month, we partnered with Lablab.ai to host the **Llama 2 Hackathon with Clarifai**. The Hackathon aimed to nurture creativity in the development of AI-first products using the powerful Llama 2... (961 words) - [Clarifai Docs](/content/docs/clarifai-basics/authentication/rbac/index.html) (34 words) - [Models from kimi | Clarifai - The World's AI](/content/moonshotai/kimi/models/index.html) (65 words) - [product-review-sentiment app | Clarifai - The World's AI](/content/models/product-review-sentiment/index.html) (22 words) - [logo-detector app | Clarifai - The World's AI](/content/models/logo-detector/index.html) (18 words) - [visual-search-ai-for-smart-product-discovery app | Clarifai - The World's AI](/content/blog/visual-search-ai-for-smart-product-discovery/index.html) (18 words) - [Upload Data | Clarifai Docs](/content/docs/integrations/databricks/upload-data/index.html): Seamlessly upload your data from Databricks into Clarifai (899 words) - [what-is-computer-vision-why-should-businesses-care-about-this-form-of-ai app | Clarifai - The World's AI](/content/blog/what-is-computer-vision-why-should-businesses-care-about-this-form-of-ai.html) (18 words) - [Workflows in Clarifai: A Tutorial | Clarifai Blog](/content/blog/workflows-in-clarifai-a-tutorial/index.html): One of the most powerful features of [Clarifai](/) is the ability to combine machine learning models like they are nodes in a graph. This is done through workflows. With workflows, you can chain to... (578 words) - [Transfer Learning in Manufacturing: A Complete Guide to Efficiency | Clarifai Blog](/content/blog/transfer-learning-in-manufacturing-guide-to-efficiency.html): Transfer learning is a powerful technique. By leveraging a pre-trained model as a foundational building block for a new task, it accelerates the modeling process, especially when the domains of the... (1,368 words) - [social-media-sentiment app | Clarifai - The World's AI](/content/models/social-media-sentiment/index.html) (18 words) - [Clarifai - The World's AI](/content/text-moderation-model/index.html) (34 words) - [Fetch Annotations | Clarifai Docs](/content/docs/integrations/databricks/fetch-annotations/index.html): Seamlessly retrieve annotations from Clarifai into Databricks (569 words) - [general-visual-segmenter app | Clarifai - The World's AI](/content/models/general-visual-segmenter/index.html) (18 words) - [Use RAG With Unstructured.io | Clarifai Docs](/content/docs/integrations/unstructured/s3-rag/index.html): Learn how to use RAG with Unstructured.io (869 words) - [Data Ingestion Using Unstructured.io | Clarifai Docs](/content/docs/integrations/unstructured/data-ingestion/index.html): Learn about the data ingestion process in Unstructured.io (577 words) - [Members and Teams | Clarifai Docs](/content/docs/control/clarifai-organizations/members-teams/index.html): Learn how to manage members and teams (1,203 words) - [Clarifai Docs](/content/docs/portal-guide/workflows/workflow-builder/index.html) (34 words) - [Patching | Clarifai Docs](/content/docs/resources/complementary-topics/patching/index.html): Patch data in your applications. (1,100 words) - [how-artificial-intelligence-helps-boost-e-commerce-revenue app | Clarifai - The World's AI](/content/blog/how-artificial-intelligence-helps-boost-e-commerce-revenue.html) (18 words) - [text-translation-romance-lang-english model | Clarifai - The World's AI](/content/helsinkinlp/translation/models/text-translation-romance-lang-english/index.html) (10 words) - [Fetch Data | Clarifai Docs](/content/docs/integrations/databricks/fetch-data/index.html): Seamlessly retrieve your data from Clarifai into Databricks (662 words) - [isr-edge-ai app | Clarifai - The World's AI](/content/use-cases/isr-edge-ai/index.html) (22 words) - [967b89910f39a91f0b38189fe79775df model | Clarifai - The World's AI](/content/helsinki-nlp/translation/models/967b89910f39a91f0b38189fe79775df/index.html) (20 words) - [GLM_4_7 model | Clarifai - The World's AI](/content/zai/completion/models/glm_4_7/index.html) (24 words) - [Compare Top LLMs with LLM Battleground | Clarifai Blog](/content/blog/compare-top-llms-with-llm-battleground/index.html): In the realm of Large Language Models (LLMs), we've recently seen a surge of novel models - ChatGPT, Llama, Claude among others - demonstrating remarkable capacity for human-like text generation. E... (889 words) - [home-improvement-retailer app | Clarifai - The World's AI](/content/customers/home-improvement-retailer/index.html) (9 words) - [Qwen3-30B-A3B-FP8 model | Clarifai - The World's AI](/content/qwen/qwenlm/models/qwen3-30b-a3b-fp8/index.html) (22 words) - [Clarifai - The World's AI](/content/models/index.html) (35 words) - [Run MPT-7B-Instruct Model with an API | Clarifai Blog](/content/blog/run-mpt-7b-instruct-model-with-an-api/index.html): MPT-7B-Instruct is a short-form instruction following model from MosaicML. The Model is built by fine-tuning the original MPT-7B. (423 words) - [GPT-3.5 Turbo Instruct model from OpenAI | Clarifai Blog](/content/blog/gpt-3-5-turbo-instruct-model-from-openai.html): **GPT-3.5 Turbo Instruct: An AI Instruction Model from****OpenAI** (633 words) - [Clarifai - The World's AI](/content/perceive-2021/index.html) (34 words) - [Usage & Operations Tab | Clarifai Docs](/content/docs/control/control-center/usage/index.html): Get detailed insights into your consumption of the Clarifai platform (1,527 words) - [text-transfer-formal-informal-style-english model | Clarifai - The World's AI](/content/huggingface-research/text-generation/models/text-transfer-formal-informal-style-english/index.html) (12 words) - [Label Faster with AI-Assist | Clarifai Blog](/content/blog/label-faster-with-ai-assist/index.html): Data labeling is an indispensable element in the machine-learning ecosystem. For models to be trained effectively, they require clean, labeled data. Over the years, data labeling has undergone a si... (1,045 words) - [Prompter | Clarifai Docs](/content/docs/create/agent-system-operators/prompter/index.html): Learn about our prompt operator (1,621 words) - [Run Code Llama with an API | Clarifai Blog](/content/blog/run-code-llama-with-an-api-1/index.html): Introducing Code Llama, a large language model (LLM) from Meta AI that can generate and discuss code using text prompts. (545 words) - [Base Workflows | Clarifai Docs](/content/docs/create/workflows/base-workflows/index.html): Index your data and provide your app with a default knowledge base (1,392 words) - [Run Stable Diffusion XL with an API | Clarifai Blog](/content/blog/run-stable-diffusion-xl-with-an-api/index.html): Stable Diffusion XL 1.0 is the latest state-of-the-art latent diffusion model from Stability AI for high-resolution image synthesis. SDXL is open-source, designed to improve the visual quality of g... (589 words) - [Doc Q&A: Revolutionizing Document Analysis | Clarifai Blog](/content/blog/doc-qa-revolutionizing-document-analysis/index.html): In the ever-evolving landscape of information management and retrieval, the need for efficient tools to parse, analyze, and make sense of vast amounts of text data is more critical than ever. Clari... (898 words) - [DSPy Modules & Signatures | Clarifai Docs](/content/docs/integrations/dspy/modules-signatures/index.html): Learn about Modules & Signatures in DSPy (369 words) - [Using Generative Models with Clarifai | Clarifai Blog](/content/blog/using-generative-models-with-clarifai/index.html): Generative AI is a great tool to have in any developer’s toolkit! Generative AI has endless use cases and has the ability to create new content based on the data they were trained on.Read this blog... (406 words) - [text-embedding-ada-002 model | Clarifai - The World's AI](/content/openai/embed/models/text-embedding-ada-002/index.html) (24 words) - [List Annotations | Clarifai Docs](/content/docs/create/labeling/api/annotations-list/index.html): Label your data. (1,061 words) - [GLM_4_6 model | Clarifai - The World's AI](/content/zai/completion/models/glm_4_6/index.html) (23 words) - [Clarifai is now a Meta Llama 2 launch partner! | Clarifai Blog](/content/blog/clarifai-is-a-meta-llama-2-launch-partner/index.html): Llama-2 is the new open-source language model from Meta AI that outperforms other open-source language models on many benchmarks. Llama-2 builds upon the success of Llama-1 and incorporates several... (240 words) - [Clarifai - The World's AI](/content/compute/runners/index.html) (34 words) - [Clarifai - The World's AI](/content/zai/playground/index.html) (39 words) - [Datasets Management | Clarifai Docs](/content/docs/create/datasets/manage/index.html): Use vector search to sort, rank, and retrieve images (1,911 words) - [Upload Data to Dataset via API | Clarifai Docs](/content/docs/create/datasets/upload/index.html): Learn how to upload data to a dataset (1,614 words) - [DeepSeek-OCR model | Clarifai - The World's AI](/content/deepseek-ai/deepseek-ocr/models/deepseek-ocr/index.html) (12 words) - [SGLang | Clarifai Docs](/content/docs/compute/toolkits/sglang/index.html): Run models using the SGLang runtime format and make them available via a public API (1,311 words) - [Batch Predict CSV on Custom Text Model | Clarifai Docs](/content/docs/resources/complementary-topics/batch-predict-csv/index.html): Enjoy the convenience of working with CSV files and text. (883 words) - [Manage Pipelines | Clarifai Docs](/content/docs/compute/pipelines/manage/index.html): Manage and scale pipelines across their entire lifecycle (399 words) - [Intelligent Document Processing | Clarifai Docs](/content/docs/resources/complementary-topics/intelligent-document-processing/index.html): Capture information from an organization's form that are stored as PDF documents (1,015 words) - [Using Clarifai LLMs And Models In Embedchain | Clarifai Docs](/content/docs/integrations/embedchain/embedchain-tutorial/index.html): Using Clarifai models in Embedchain (603 words) - [Combine or Negate | Clarifai Docs](/content/docs/create/search/api/combine-negate/index.html): Group or separate items in your search (1,292 words) - [Clarifai - The World's AI](/content/compute-orchestration/gpu-hosting/gh200/index.html) (13 words) - [Algorithmic Predict | Clarifai Docs](/content/docs/create/agent-system-operators/algorithmic-predict/index.html): Learn about our algorithmic predict operators (1,316 words) - [Generative AI Glossary | Clarifai Docs](/content/docs/resources/glossary/generative-ai/index.html): A Glossary of Generative AI Terms for Using the Clarifai Platform Effectively (1,965 words) - [Filter | Clarifai Docs](/content/docs/create/agent-system-operators/filter/index.html): Learn about our filter operators (1,314 words) - [Audit Logging via API | Clarifai Docs](/content/docs/control/control-center/audit-log/index.html): Track what was performed, who did it, and the results (906 words) - [Security | Clarifai Docs](/content/docs/control/clarifai-organizations/security/index.html): Learn how to enhance the security of your Clarifai organization (556 words) - [Deploy Open-Source MCP Servers | Clarifai Docs](/content/docs/compute/agents/deploy-mcp/index.html): Upload, deploy, and interact with open-source MCP servers on Clarifai (1,312 words) - [Build RAG Apps | Clarifai Docs](/content/docs/resources/complementary-topics/rag/index.html): Learn how to use the Clarifai SDKs (657 words) - [Create Concepts | Clarifai Docs](/content/docs/create/concepts/create/index.html): Learn how to create concepts within your app (1,211 words) - [Manage Workflows | Clarifai Docs](/content/docs/create/workflows/manage/index.html): Manage workflows (607 words) - [Ollama | Clarifai Docs](/content/docs/compute/toolkits/ollama/index.html): Download and run Ollama models locally and expose them via a public API (1,190 words) - [Apps, Models, Workflows, & Compute | Clarifai Docs](/content/docs/control/clarifai-organizations/apps-models-workflows/index.html): Create and manage apps, models, workflows, and dedicated compute (320 words) - [RAG Prompter | Clarifai Docs](/content/docs/create/agent-system-operators/rag-prompter/index.html): Learn how to enhance the quality and relevance of LLM-generated text (1,460 words) - [vLLM | Clarifai Docs](/content/docs/compute/toolkits/vllm/index.html): Download and serve vLLM models locally and expose them via a public API (1,229 words) - [Qwen3-30B-A3B-Instruct-2507 model | Clarifai - The World's AI](/content/qwen/qwenlm/models/qwen3-30b-a3b-instruct-2507/index.html) (22 words) - [Qwen3-30B-A3B-Thinking-2507 model | Clarifai - The World's AI](/content/qwen/qwenlm/models/qwen3-30b-a3b-thinking-2507/index.html) (10 words) - [Datasets Creation | Clarifai Docs](/content/docs/create/datasets/create/index.html): Learn how to create datasets and their versions (1,118 words) - [Build Custom MCP Servers | Clarifai Docs](/content/docs/compute/agents/mcp/index.html): Build performant MCP Servers with FastMCP for Clarifai (1,631 words) - [Edit | Clarifai Docs](/content/docs/create/agent-system-operators/edit/index.html): Learn about our edit operators (743 words) - [Aggregate | Clarifai Docs](/content/docs/create/agent-system-operators/aggregate/index.html): Learn about our aggregate operators (845 words) - [contact-for-co app | Clarifai - The World's AI](/content/explore/contact-for-co/index.html) (18 words) - [Import Data with CSV and TSV Files | Clarifai Docs](/content/docs/resources/complementary-topics/csv-tsv/index.html): Enjoy the convenience of working with spreadsheet data (342 words) - [Concepts Relations | Clarifai Docs](/content/docs/create/concepts/concepts-relations/index.html): Connect the knowledge gained by different models (836 words) - [Environment Secrets | Clarifai Docs](/content/docs/control/authentication/environment-secrets/index.html): Create, store, and manage environment variables and secrets (733 words) - [Costs & Budget Tab | Clarifai Docs](/content/docs/control/control-center/costs/index.html): Get detailed financial data about your operations (673 words) - [Authorize | Clarifai Docs](/content/docs/control/authentication/authorize/index.html): Set up authentication to make API calls (1,149 words) - [Overview Tab | Clarifai Docs](/content/docs/control/control-center/overview/index.html): Get a summary of your key metrics at a glance (851 words) - [Manage Concepts | Clarifai Docs](/content/docs/create/concepts/manage/index.html): Learn how to get, update, and delete concepts (646 words) - [Labeling via the UI | Clarifai Docs](/content/docs/create/labeling/ui/index.html): Label inputs on the Inputs-Manager or Input-Viewer page (694 words) - [Clarifai Docs](/content/docs/portal-guide/usage-dashboard/index.html) (34 words) - [Teams & Logs Tab | Clarifai Docs](/content/docs/control/control-center/teams-logs/index.html): Gain insights into platform activities with enhanced visibility, security, and governance (490 words) - [Clarifai Docs](/content/docs/portal-guide/annotate/review/index.html) (34 words) - [Two-Factor Authentication | Clarifai Docs](/content/docs/control/authentication/two-factor/index.html): Use 2FA to add an extra layer of security to your account (721 words) - [Clarifai Docs](/content/docs/portal-guide/annotate/create-a-task/index.html) (34 words) - [Scopes | Clarifai Docs](/content/docs/control/authentication/scopes/index.html): Implement fine-grained control over the data that users have access to (537 words) - [App-Specific API Keys | Clarifai Docs](/content/docs/control/authentication/key/index.html): Authenticate access to resources within the scope defined by the key (912 words) - [Clarifai Docs](/content/docs/portal-guide/annotate/ai-assist/index.html) (34 words) - [Clarifai Docs](/content/docs/portal-guide/data/collectors/index.html) (34 words) - [trinity-mini model | Clarifai - The World's AI](/content/arcee_ai/afm/models/trinity-mini/index.html) (10 words) - [Workflows Examples | Clarifai Docs](/content/docs/create/workflows/examples/index.html): Learn how to build some common workflows on our platform (127 words) - [Ministral-3-14B-Reasoning-2512 model | Clarifai - The World's AI](/content/mistralai/completion/models/ministral-3-14b-reasoning-2512/index.html) (13 words) - [Map | Clarifai Docs](/content/docs/create/agent-system-operators/map/index.html): Learn about our map operators (48 words) - [Embed | Clarifai Docs](/content/docs/create/agent-system-operators/embed/index.html): Learn about our embed operators (38 words) - [Workflow Inferences | Clarifai Docs](/content/docs/create/workflows/inference/index.html): Make predictions with your workflows (15,286 words) - [Artifacts Use Cases | Clarifai Docs](/content/docs/create/artifacts/use-cases/index.html): Examples of how artifacts are used (404 words) - [Clarifai - The World's AI](/content/arcee-ai/playground/index.html) (38 words) - [Manage Inputs via API | Clarifai Docs](/content/docs/create/inputs/manage/index.html): Learn how to use our API to manage, organize, and process your inputs (8,813 words) - [Data Ingestion Pipelines | Clarifai Docs](/content/docs/create/datasets/data-utils/ingestion-pipelines/index.html): Pre-process and ingest diverse data formats, including images and text-based documents (5,317 words) - [Create Workflows | Clarifai Docs](/content/docs/create/workflows/create/index.html): Create computational graphs that include one or more models (6,115 words) - [Data Utils | Clarifai Docs](/content/docs/create/datasets/data-utils/index.html): Learn how to use the Clarifai Data Utils library (232 words) - [Labeling via the API | Clarifai Docs](/content/docs/create/labeling/api/index.html): Learn how to use our API to easily label your data (72 words) - [Clarifai - The World's AI](/content/o7s3mhke0urd/playground/index.html) (47 words) - [Ministral-3-3B-Reasoning-2512 model | Clarifai - The World's AI](/content/mistralai/completion/models/ministral-3-3b-reasoning-2512/index.html) (9 words) - [YAML / Config-Based Pipelines | Clarifai Docs](/content/docs/compute/pipelines/create-api/index.html): YAML / config-based authoring flow for pipelines, with the full file structure reference (7,665 words) - [Enabling Secure Data Hosting | Clarifai Docs](/content/docs/product-updates/upcoming-api-changes/secure-data-hosting/index.html): Learn about how to use SDH to download inputs securely (1,152 words) - [Models from embeddings | Clarifai - The World's AI](/content/gcp/embeddings/models/index.html) (65 words) - [mpt-7b-instruct model | Clarifai - The World's AI](/content/mosaicml/mpt/models/mpt-7b-instruct/index.html) (12 words) - [xgen-7b-8k-instruct model | Clarifai - The World's AI](/content/salesforce/xgen/models/xgen-7b-8k-instruct/index.html) (9 words) - [general-english-image-caption-blip-2-6_7B model | Clarifai - The World's AI](/content/salesforce/blip/models/general-english-image-caption-blip-2-6_7b/index.html) (12 words) - [code-bison model | Clarifai - The World's AI](/content/gcp/generate/models/code-bison/index.html) (12 words) - [code-gecko model | Clarifai - The World's AI](/content/gcp/generate/models/code-gecko/index.html) (13 words) - [multimodal-embedder-blip-2 model | Clarifai - The World's AI](/content/salesforce/blip/models/multimodal-embedder-blip-2/index.html) (12 words) - [detr-resnet-101 model by facebook | Clarifai - The World's AI](/content/facebook/object-detection/models/detr-resnet-101/index.html) (12 words) - [Llama2-7b-chat model | Clarifai - The World's AI](/content/meta/llama-2/models/llama2-7b-chat/index.html) (12 words) - [text-bison model | Clarifai - The World's AI](/content/gcp/generate/models/text-bison/index.html) (13 words) - [Jurassic2-Large model | Clarifai - The World's AI](/content/ai21/complete/models/jurassic2-large/index.html) (26 words) - [Jurassic2-Grande-Instruct model | Clarifai - The World's AI](/content/ai21/complete/models/jurassic2-grande-instruct/index.html) (13 words) - [Jurassic2-Jumbo model | Clarifai - The World's AI](/content/ai21/complete/models/jurassic2-jumbo/index.html) (9 words) - [Jurassic2-Jumbo-Instruct model | Clarifai - The World's AI](/content/ai21/complete/models/jurassic2-jumbo-instruct/index.html) (13 words) - [hkunlp_instructor-xl model by clarifai | Clarifai - The World's AI](/content/clarifai/llm-opensource-models-training-inference-test/models/hkunlp_instructor-xl/index.html) (12 words) - [Jurassic2-Grande model | Clarifai - The World's AI](/content/ai21/complete/models/jurassic2-grande/index.html) (13 words) - [cohere-multilingual-text-to-embeddings model | Clarifai - The World's AI](/content/cohere/embed/models/cohere-multilingual-text-to-embeddings/index.html) (10 words) - [cohere-generate-command model | Clarifai - The World's AI](/content/cohere/generate/models/cohere-generate-command/index.html) (22 words) - [cohere-text-to-embeddings model | Clarifai - The World's AI](/content/cohere/embed/models/cohere-text-to-embeddings/index.html) (10 words) - [cohere-summarize model | Clarifai - The World's AI](/content/cohere/summarize/models/cohere-summarize/index.html) (10 words) - [audio-generation app | Clarifai - The World's AI](/content/eleven-labs/audio-generation/index.html) (18 words) - [Clarifai Docs](/content/docs/portal-guide/modules/index.html) (34 words) - [phi-1 model | Clarifai - The World's AI](/content/microsoft/text-generation/models/phi-1/index.html) (24 words) - [codellama-13b-instruct model | Clarifai - The World's AI](/content/meta/llama-2/models/codellama-13b-instruct/index.html) (9 words) - [Models from Dolly-v2 | Clarifai - The World's AI](/content/databricks/dolly-v2/models/index.html) (68 words) - [Dolly-v2 app | Clarifai - The World's AI](/content/databricks/dolly-v2/index.html) (18 words) - [phi-1_5 model | Clarifai - The World's AI](/content/microsoft/text-generation/models/phi-1_5/index.html) (24 words) - [Clarifai - The World's AI](/content/databricks/index.html) (34 words) - [wizardLM-13B model | Clarifai - The World's AI](/content/wizardlm/generate/models/wizardlm-13b/index.html) (18 words) - [codeLlama-7B-GPTQ model | Clarifai - The World's AI](/content/meta/llama-2/models/codellama-7b-gptq/index.html) (16 words) - [whisper model | Clarifai - The World's AI](/content/openai/transcription/models/whisper/index.html) (24 words) - [codellama-34b-instruct model | Clarifai - The World's AI](/content/meta/llama-2/models/codellama-34b-instruct/index.html) (24 words) - [wizardLM-70B-V1_0 model | Clarifai - The World's AI](/content/wizardlm/generate/models/wizardlm-70b-v1_0/index.html) (9 words) - [RedPajama-INCITE-7B-Chat model | Clarifai - The World's AI](/content/togethercomputer/redpajama/models/redpajama-incite-7b-chat/index.html) (29 words) - [audio-transcription model | Clarifai - The World's AI](/content/assemblyai/speech-recognition/models/audio-transcription/index.html) (10 words) - [speech-synthesis model | Clarifai - The World's AI](/content/eleven-labs/audio-generation/models/speech-synthesis/index.html) (13 words) - [clarifai-release-7.9 app | Clarifai - The World's AI](/content/blog/clarifai-release-7-9.html) (18 words) - [chirp-asr model | Clarifai - The World's AI](/content/gcp/speech-recognition/models/chirp-asr/index.html) (14 words) - [StarCoder model | Clarifai - The World's AI](/content/bigcode/code/models/starcoder/index.html) (9 words) - [llama2-70b-chat model | Clarifai - The World's AI](/content/meta/llama-2/models/llama2-70b-chat/index.html) (13 words) - [scribe-data-labeling-platform app | Clarifai - The World's AI](/content/products/scribe-data-labeling-platform/index.html) (18 words) - [facial-recognition app | Clarifai - The World's AI](/content/use-cases/facial-recognition/index.html) (22 words) - [data-labeling app | Clarifai - The World's AI](/content/services/data-labeling/index.html) (18 words) - [What is RAG? (Retrieval Augmented Generation) | Clarifai Blog](/content/blog/what-is-rag-retrieval-augmented-generation/index.html): Generative AI continues to astound users with fluent language and creative outputs, yet large language models (LLMs) still make mistakes. Traditional models are trained on data up to a cutoff date ... (3,061 words) - [4-reasons-not-to-build-ai-in-house-1-reason-why-you-should app | Clarifai - The World's AI](/content/blog/4-reasons-not-to-build-ai-in-house-1-reason-why-you-should.html) (22 words) - [Clarifai Docs](/content/docs/community/usage-dashboard/index.html) (34 words) - [5-ways-computer-vision-can-increase-cart-size app | Clarifai - The World's AI](/content/blog/5-ways-computer-vision-can-increase-cart-size/index.html) (25 words) - [xlm-roberta-base-language-detection model | Clarifai - The World's AI](/content/erfan/text-classification/models/xlm-roberta-base-language-detection/index.html) (12 words) - [Models from translation by facebook | Clarifai - The World's AI](/content/facebook/translation/models/index.html) (65 words) - [Models from text-moderation | Clarifai - The World's AI](/content/yuchen/text-moderation/models/index.html) (65 words) - [introducing-the-clarifai-community-forum-your-new-favorite-place-to-geek-out-with-other-developers app | Clarifai - The World's AI](/content/blog/introducing-the-clarifai-community-forum-your-new-favorite-place-to-geek-out-with-other-developers.html) (18 words) - [Clarifai Docs](/content/docs/portal-guide/annotate/create-get-update-delete/index.html) (34 words) - [Clarifai Docs](/content/docs/portal-guide/data/explorer/bulk-labeling/index.html) (34 words) - [wav2vec2-large-robust-swbd-300h model by facebook | Clarifai - The World's AI](/content/facebook/asr/models/wav2vec2-large-robust-swbd-300h/index.html) (14 words) - [text-financial-summarization-pegasus model | Clarifai - The World's AI](/content/huggingface-research/summarization/models/text-financial-summarization-pegasus/index.html) (13 words) - [multimodal-deep-learning-approaches app | Clarifai - The World's AI](/content/blog/multimodal-deep-learning-approaches/index.html) (18 words) - [financial-sentiment-finbert model | Clarifai - The World's AI](/content/huggingface-research/text-classification/models/financial-sentiment-finbert/index.html) (12 words) - [clarifai-launches-the-worlds-ai-community app | Clarifai - The World's AI](/content/blog/clarifai-launches-the-worlds-ai-community/index.html) (18 words) - [financial-news-sentiment-distilroberta model | Clarifai - The World's AI](/content/huggingface-research/text-classification/models/financial-news-sentiment-distilroberta/index.html) (26 words) - [general-image-detector-blazeface_ssh-widerface model | Clarifai - The World's AI](/content/paddlepaddle/face/models/general-image-detector-blazeface_ssh-widerface/index.html) (9 words) - [moderation-abuse-korean model | Clarifai - The World's AI](/content/yuchen/text-moderation/models/moderation-abuse-korean/index.html) (13 words) - [moderation-abuse-japanese model | Clarifai - The World's AI](/content/yuchen/text-moderation/models/moderation-abuse-japanese/index.html) (24 words) - [BARCODE-QRCODE-Reader model | Clarifai - The World's AI](/content/yuchen/workflow-test/models/barcode-qrcode-reader/index.html) (30 words) - [QwQ-32B-AWQ model | Clarifai - The World's AI](/content/qwen/qwenlm/models/qwq-32b-awq/index.html) (13 words) - [face-detection-0200 model | Clarifai - The World's AI](/content/openvino/face-detection/models/face-detection-0200/index.html) (10 words) - [OpenAI | Clarifai Docs](/content/docs/compute/inference/open-ai/index.html): Run inferences on Clarifai models using OpenAI (995 words) - [LiteLLM | Clarifai Docs](/content/docs/compute/inference/litellm/index.html): Run inferences on Clarifai models using LiteLLM (988 words) - [Clarifai 9.10: Elevate, Integrate, Innovate | Clarifai Blog](/content/blog/clarifai-release-9-10.html): This blog post focuses on new features and improvements. For a comprehensive list including bug fixes, please see the [release notes.](https://docs.clarifai.com/product-updates/changelog/release910) (1,281 words) - [MCP Servers | Clarifai Docs](/content/docs/compute/inference/mcp-servers/index.html): Extend agentic models capabilities with MCP Servers (942 words) - [Vercel AI SDK | Clarifai Docs](/content/docs/compute/inference/vercel/index.html): Run inferences on Clarifai models using Vercel (768 words) - [Clarifai Docs](/content/docs/portal-guide/evaluate/evaluation-faqs/index.html) (34 words) - [New Published Models | Clarifai Blog](/content/blog/clarifai-release-10-0.html): This blog post focuses on new features and improvements. For a comprehensive list including bug fixes, please see the [release notes.](https://docs.clarifai.com/product-updates/changelog/release100) (1,426 words) - [Filter | Clarifai Docs](/content/docs/create/search/ui/filter/index.html): Reduce noise by filtering out unwanted data (634 words) - [OpenHands | Clarifai Docs](/content/docs/compute/inference/openhands/index.html): Run inference with Clarifai models locally using OpenHands (1,090 words) - [Object Search | Clarifai Docs](/content/docs/create/search/ui/object/index.html): Use vector search to sort, rank, and retrieve annotated objects within images (718 words) - [ai-in-retail app | Clarifai - The World's AI](/content/solutions/ai-in-retail/index.html) (18 words) - [Request Routing | Clarifai Docs](/content/docs/compute/inference/routing/index.html): How Clarifai routes prediction requests across nodepools and replicas (885 words) - [Text Search | Clarifai Docs](/content/docs/create/search/ui/text-search/index.html): Use vector search to sort, rank, and retrieve texts (560 words) - [Clarifai Docs](/content/docs/nodejs-sdk/installation-guide/index.html) (34 words) - [Search via the UI | Clarifai Docs](/content/docs/create/search/ui/index.html): Use vector search to find, sort, and filter what you need in your unstructured data (332 words) - [Combine or Negate | Clarifai Docs](/content/docs/create/search/ui/combine-negate/index.html): Add or subtract items from your search query (212 words) - [introducing-model-evaluation-test-and-improve-the-accuracy-of-custom-training-models app | Clarifai - The World's AI](/content/blog/introducing-model-evaluation-test-and-improve-the-accuracy-of-custom-training-models.html) (18 words) - [Search via the API | Clarifai Docs](/content/docs/create/search/api/index.html): Use vector search to find, sort, and filter what you need in your unstructured data (140 words) - [content-moderation app | Clarifai - The World's AI](/content/solutions/content-moderation/index.html) (18 words) - [dbrx-instruct model | Clarifai - The World's AI](/content/databricks/drbx/models/dbrx-instruct/index.html) (13 words) - [Introducing AI in 5 | Clarifai Blog](/content/blog/introducing-ai-in-5/index.html): 2013 heralded a new era in artificial intelligence with the emergence of Clarifai. Founded by the visionary Matt Zeiler, who notably triumphed at the esteemed ImageNet contest, Clarifai was envisio... (1,298 words) - [Model Inference | Clarifai Docs](/content/docs/compute/inference/clarifai/index.html): Run inferences using Clarifai SDKs (557 words) - [mistral-small model | Clarifai - The World's AI](/content/mistralai/completion/models/mistral-small/index.html) (13 words) - [gpt-4-vision model | Clarifai - The World's AI](/content/openai/chat-completion/models/gpt-4-vision/index.html) (10 words) - [mistral-medium model | Clarifai - The World's AI](/content/mistralai/completion/models/mistral-medium/index.html) (13 words) - [mistral-large model | Clarifai - The World's AI](/content/mistralai/completion/models/mistral-large/index.html) (22 words) - [aura-tts model | Clarifai - The World's AI](/content/deepgram/tts/models/aura-tts/index.html) (13 words) - [genstruct-7b model | Clarifai - The World's AI](/content/nousresearch/instruction-generation/models/genstruct-7b/index.html) (9 words) - [mxbai-embed-large-v1 model | Clarifai - The World's AI](/content/mixedbread-ai/embed/models/mxbai-embed-large-v1/index.html) (13 words) - [document-summarization app by clarifai | Clarifai - The World's AI](/content/clarifai/document-summarization/index.html) (22 words) - [content-generation-template app by clarifai | Clarifai - The World's AI](/content/clarifai/content-generation-template/index.html) (18 words) - [Clarifai Docs](/content/docs/api-guide/data-management/patching/index.html) (34 words) - [api/v2/models/7bmodel_id-7d/index.html](/content/api/v2/models/7bmodel_id-7d/index.html) (14 words) - [AI in 5: Retrieval-Augmented Generation (RAG) with PDFs | Clarifai Blog](/content/blog/ai-in-5-rag-with-pdfs/index.html): *We've created a module for this tutorial. You can follow these directions to create your own module using the Clarifai template, or just use this module itself on Clarifai Portal.* (783 words) - [Llama-3_2-3B-Instruct model | Clarifai - The World's AI](/content/meta/llama-3/models/llama-3_2-3b-instruct/index.html) (11 words) - [Legacy Inference via API | Clarifai Docs](/content/docs/compute/inference/clarifai/api-legacy/index.html): Generate predictions using our older method (29,458 words) - [api/v2/concepts/7bconcept_id-7d/index.html](/content/api/v2/concepts/7bconcept_id-7d/index.html) (14 words) - [Advanced Inference Options | Clarifai Docs](/content/docs/compute/inference/advanced/index.html): Learn how to use our advanced inference operations (7,045 words) - [Inference via API | Clarifai Docs](/content/docs/compute/inference/clarifai/api/index.html): Generate predictions with models (12,896 words) - [claude-2_1 model | Clarifai - The World's AI](/content/anthropic/completion/models/claude-2_1/index.html) (14 words) - [Build Agents | Clarifai Docs](/content/docs/compute/agents/build/index.html): Learn how to build agents with Clarifai (2,863 words) - [Other Previous Completed Changes | Clarifai Docs](/content/docs/product-updates/upcoming-api-changes/other-previous-changes/index.html): Learn about other previous completed changes (1,390 words) - [Clarifai - The World's AI](/content/deci/index.html) (34 words) - [Models from decilm | Clarifai - The World's AI](/content/deci/decilm/models/index.html) (72 words) - [Models from code-generation | Clarifai - The World's AI](/content/deepseek-ai/code-generation/models/index.html) (68 words) - [code-generation app | Clarifai - The World's AI](/content/deepseek-ai/code-generation/index.html) (18 words) - [Models from qwenLM | Clarifai - The World's AI](/content/qwen/qwenlm/models/index.html) (65 words) - [Release 7.1 | Clarifai Docs](/content/docs/product-updates/changelog/release71/index.html): Changelog for Clarifai Release 7.1 (877 words) - [Release 7.3 | Clarifai Docs](/content/docs/product-updates/changelog/release73/index.html): Changelog for Clarifai Release 7.3 (271 words) - [Release 7.4 | Clarifai Docs](/content/docs/product-updates/changelog/release74/index.html): Changelog for Clarifai Release 7.4 (255 words) - [Release 7.5 | Clarifai Docs](/content/docs/product-updates/changelog/release75/index.html): Changelog for Clarifai Release 7.5 (204 words) - [Release 7.6 | Clarifai Docs](/content/docs/product-updates/changelog/release76/index.html): Changelog for Clarifai Release 7.6 (278 words) - [Release 7.7 | Clarifai Docs](/content/docs/product-updates/changelog/release77/index.html): Changelog for Clarifai Release 7.7 (141 words) - [Release 7.8 | Clarifai Docs](/content/docs/product-updates/changelog/release78/index.html): Changelog for Clarifai Release 7.8 (198 words) - [Release 7.10 | Clarifai Docs](/content/docs/product-updates/changelog/release710/index.html): Changelog for Clarifai Release 7.10 (96 words) - [Release 8.0 | Clarifai Docs](/content/docs/product-updates/changelog/release80/index.html): Changelog for Clarifai Release 8.0 (55 words) - [Release 7.9 | Clarifai Docs](/content/docs/product-updates/changelog/release79/index.html): Changelog for Clarifai Release 7.9 (94 words) - [Release 7.11 | Clarifai Docs](/content/docs/product-updates/changelog/release711/index.html): Changelog for Clarifai Release 7.11 (59 words) - [Release 8.1 | Clarifai Docs](/content/docs/product-updates/changelog/release81/index.html): Changelog for Clarifai Release 8.1 (59 words) - [Release 8.2 | Clarifai Docs](/content/docs/product-updates/changelog/release82/index.html): Changelog for Clarifai Release 8.2 (50 words) - [Release 8.3 | Clarifai Docs](/content/docs/product-updates/changelog/release83/index.html): Changelog for Clarifai Release 8.3 (56 words) - [Release 8.4 | Clarifai Docs](/content/docs/product-updates/changelog/release84/index.html): Changelog for Clarifai Release 8.4 (74 words) - [Release 8.5 | Clarifai Docs](/content/docs/product-updates/changelog/release85/index.html): Changelog for Clarifai Release 8.5 (80 words) - [Release 8.6 | Clarifai Docs](/content/docs/product-updates/changelog/release86/index.html): Changelog for Clarifai Release 8.6 (96 words) - [Release 8.7 | Clarifai Docs](/content/docs/product-updates/changelog/release87/index.html): Changelog for Clarifai Release 8.7 (123 words) - [Release 8.9 | Clarifai Docs](/content/docs/product-updates/changelog/release89/index.html): Changelog for Clarifai Release 8.9 (505 words) - [Release 8.8 | Clarifai Docs](/content/docs/product-updates/changelog/release88/index.html): Changelog for Clarifai Release 8.8 (754 words) - [Release 8.10 | Clarifai Docs](/content/docs/product-updates/changelog/release810/index.html): Changelog for Clarifai Release 8.10 (413 words) - [Release 8.11 | Clarifai Docs](/content/docs/product-updates/changelog/release811/index.html): Changelog for Clarifai Release 8.11 (412 words) - [Release 9.0 | Clarifai Docs](/content/docs/product-updates/changelog/release90/index.html): Changelog for Clarifai Release 9.0 (564 words) - [Release 9.1 | Clarifai Docs](/content/docs/product-updates/changelog/release91/index.html): Changelog for Clarifai Release 9.1 (949 words) - [Visual Classifier | Clarifai Docs](/content/docs/create/models/visual-classifier/index.html): Train an image classification model using a pipeline template (1,751 words) - [Release 9.2 | Clarifai Docs](/content/docs/product-updates/changelog/release92/index.html): Changelog for Clarifai Release 9.2 (793 words) - [Release 9.3 | Clarifai Docs](/content/docs/product-updates/changelog/release93/index.html): Changelog for Clarifai Release 9.3 (1,762 words) - [Clarifai - The World's AI](/content/deepseek-ai/models/index.html) (34 words) - [Release 9.4 | Clarifai Docs](/content/docs/product-updates/changelog/release94/index.html): Changelog for Clarifai Release 9.4 (1,836 words) - [Release 9.7 | Clarifai Docs](/content/docs/product-updates/changelog/release97/index.html): Changelog for Clarifai Release 9.7 (2,294 words) - [Release 9.6 | Clarifai Docs](/content/docs/product-updates/changelog/release96/index.html): Changelog for Clarifai Release 9.6 (1,841 words) - [Release 9.5 | Clarifai Docs](/content/docs/product-updates/changelog/release95/index.html): Changelog for Clarifai Release 9.5 (2,944 words) - [Clarifai - The World's AI](/content/deepseek-ai/workflows/index.html) (34 words) - [qwen1_5-32B-chat model | Clarifai - The World's AI](/content/qwen/qwenlm/models/qwen1_5-32b-chat/index.html) (13 words) - [Release 9.8 | Clarifai Docs](/content/docs/product-updates/changelog/release98/index.html): Changelog for Clarifai Release 9.8 (2,525 words) - [Release 9.9 | Clarifai Docs](/content/docs/product-updates/changelog/release99/index.html): Changelog for Clarifai Release 9.9 (2,713 words) - [Clarifai - The World's AI](/content/privacy-policy/index.html) (34 words) - [Clarifai - The World's AI](/content/deepseek-ai/datasets/index.html) (34 words) - [Release 10.0 | Clarifai Docs](/content/docs/product-updates/changelog/release100/index.html): Changelog for Clarifai Release 10.0 (2,100 words) - [Visual Detector | Clarifai Docs](/content/docs/create/models/visual-detector/index.html): Train an object detection model using a pipeline template (2,009 words) - [Release 10.5 | Clarifai Docs](/content/docs/product-updates/changelog/release105/index.html): Changelog for Clarifai Release 10.5 (1,999 words) - [Clarifai - The World's AI](/content/forgot-password/index.html) (17 words) - [Release 10.1 | Clarifai Docs](/content/docs/product-updates/changelog/release101/index.html): Changelog for Clarifai Release 10.1 (2,298 words) - [Release 10.3 | Clarifai Docs](/content/docs/product-updates/changelog/release103/index.html): Changelog for Clarifai Release 10.3 (1,703 words) - [Release 10.4 | Clarifai Docs](/content/docs/product-updates/changelog/release104/index.html): Changelog for Clarifai Release 10.4 (2,344 words) - [Release 10.9 | Clarifai Docs](/content/docs/product-updates/changelog/release109/index.html): Changelog for Clarifai Release 10.9 (1,331 words) - [Clarifai Releases and Update Types | Clarifai Docs](/content/docs/product-updates/changelog/release-types/index.html): Learn about the different types of our releases (513 words) - [Release 10.7 | Clarifai Docs](/content/docs/product-updates/changelog/release107/index.html): Changelog for Clarifai Release 10.7 (1,309 words) - [Release 10.6 | Clarifai Docs](/content/docs/product-updates/changelog/release106/index.html): Changelog for Clarifai Release 10.6 (1,019 words) - [Release 10.8 | Clarifai Docs](/content/docs/product-updates/changelog/release108/index.html): Changelog for Clarifai Release 10.8 (1,439 words) - [Release 10.10 | Clarifai Docs](/content/docs/product-updates/changelog/release1010/index.html): Changelog for Clarifai Release 10.10 (1,233 words) - [Release 10.11 | Clarifai Docs](/content/docs/product-updates/changelog/release1011/index.html): Changelog for Clarifai Release 10.11 (886 words) - [Release 11.1 | Clarifai Docs](/content/docs/product-updates/changelog/release111/index.html): Changelog for Clarifai Release 11.1 (867 words) - [Release 11.0 | Clarifai Docs](/content/docs/product-updates/changelog/release110/index.html): Changelog for Clarifai Release 11.0 (838 words) - [Release 11.2 | Clarifai Docs](/content/docs/product-updates/changelog/release112/index.html): Changelog for Clarifai Release 11.2 (687 words) - [Release 11.3 | Clarifai Docs](/content/docs/product-updates/changelog/release113/index.html): Changelog for Clarifai Release 11.3 (635 words) - [Release 11.4 | Clarifai Docs](/content/docs/product-updates/changelog/release114/index.html): Changelog for Clarifai Release 11.4 (918 words) - [Release 11.5 | Clarifai Docs](/content/docs/product-updates/changelog/release115/index.html): Changelog for Clarifai Release 11.5 (944 words) - [Release 11.6 | Clarifai Docs](/content/docs/product-updates/changelog/release116/index.html): Changelog for Clarifai Release 11.6 (986 words) - [Release 11.10 | Clarifai Docs](/content/docs/product-updates/changelog/release1110/index.html): Changelog for Clarifai Release 11.10 (484 words) - [Release 11.8 | Clarifai Docs](/content/docs/product-updates/changelog/release118/index.html): Changelog for Clarifai Release 11.8 (554 words) - [Release 11.9 | Clarifai Docs](/content/docs/product-updates/changelog/release119/index.html): Changelog for Clarifai Release 11.9 (523 words) - [Release 12.0 | Clarifai Docs](/content/docs/product-updates/changelog/release120/index.html): Changelog for Clarifai Release 12.0 (607 words) - [Release 11.11 | Clarifai Docs](/content/docs/product-updates/changelog/release1111/index.html): Changelog for Clarifai Release 11.11 (737 words) - [Release 12.1 | Clarifai Docs](/content/docs/product-updates/changelog/release121/index.html): Changelog for Clarifai Release 12.1 (421 words) - [Release 12.3 | Clarifai Docs](/content/docs/product-updates/changelog/release123/index.html): Changelog for Clarifai Release 12.3 (572 words) - [Release 12.2 | Clarifai Docs](/content/docs/product-updates/changelog/release122/index.html): Changelog for Clarifai Release 12.2 (1,011 words) - [Release 12.4 | Clarifai Docs](/content/docs/product-updates/changelog/release124/index.html): Changelog for Clarifai Release 12.4 (527 words) - [Manage Annotations | Clarifai Docs](/content/docs/create/labeling/ui/manage/index.html): Learn how to manage annotations (529 words) - [Clarifai Data Processing Addendum | Clarifai](/content/company/data-processing/index.html): Clarifai's Data Processing Addendum (DPA) for customers in the United States, United Kingdom, European Economic Area and Switzerland. (4,763 words) - [Potential Problems/Issues with AI (2026 Outlook) | Clarifai Blog](/content/blog/ai-risks/index.html): Artificial intelligence (AI) has moved from laboratory demonstrations to everyday infrastructure. In **2026**, algorithms drive digital assistants, predictive healthcare, logistics, autonomous vehi... (6,825 words) - [text-moderation app by clarifai | Clarifai - The World's AI](/content/clarifai/text-moderation/index.html) (18 words) - [# GLM 4.5 vs Qwen 3: A Data‑Driven Guide to Choosing the Right Open‑Source LLM | Clarifai Blog](/content/blog/glm-4-5-vs-qwen-3.html): In the last year, the **epicentre of AI innovation has shifted eastward**. Chinese labs such as *Zhipu AI* and the *Qwen team* have released open‑source large language models (LLMs) that **rival We... (5,226 words) - [# AI Model Deployment Strategies: A Use‑Case Driven Guide for Enterprises | Clarifai Blog](/content/blog/ai-model-deployment-strategies/index.html): Artificial intelligence has moved beyond experimentation — it’s **powering search engines, recommender systems, financial models, and autonomous vehicles**. Yet one of the biggest hurdles standing ... (5,511 words) - [How to Build an AI Model—Step‑by‑Step Guide | Clarifai Blog](/content/blog/build-an-ai-model/index.html): Artificial intelligence has moved from being a **buzzword** to a **critical driver** of business innovation, personal productivity, and societal transformation. **Companies across sectors** are eag... (4,801 words) - [Manage Models | Clarifai Docs](/content/docs/create/models/manage/index.html): Learn how to get, update, search, and delete models (8,711 words) - [Top Reasoning Model APIs: Comprehensive Guide to Choosing the Right Chain‑of‑Thought Engine | Clarifai Blog](/content/blog/best-reasoning-model-apis/index.html): Choosing the right reasoning model API is **no small decision**. While general‑purpose LLMs excel at pattern recognition, **reasoning models** are designed to generate **step‑by‑step chains of thou... (4,762 words) - [Clarifai Docs](/content/docs/python-sdk/sdk-overview/index.html) (34 words) - [Create Clusters and Nodepools | Clarifai Docs](/content/docs/compute/deployments/clusters-nodepools/index.html): Set up capabilities that match your computational needs (849 words) - [Clarifai Docs](/content/docs/python-sdk/tutorial/index.html) (34 words) - [Clarifai Docs](/content/docs/portal-guide/workflows/input-nodes/index.html) (34 words) - [# What Is Agentic AI? Types, Benefits & Examples for 2025 and Beyond | Clarifai Blog](/content/blog/what-is-agentic-ai/index.html): Agentic AI is the **next frontier** in artificial intelligence. It’s the evolution of AI into **autonomous decision‑makers** that can plan, act and adapt without continuous human oversight. For tec... (5,313 words) - [What is a Reasoning Engine in AI? Definition, Components, Types and Future Trends | Clarifai Blog](/content/blog/ai-reasoning-engine/index.html): Artificial intelligence (AI) has reached a point where **conversations with machines are no longer novel**—systems can translate languages, recommend movies and even generate poetry. Yet beneath th... (4,625 words) - [App Templates | Clarifai Docs](/content/docs/create/applications/templates/index.html): Create applications faster with pre-built blueprints (1,037 words) - [Clarifai - The World's AI](/content/clarifai/geoint-demo-3/modules/docqa/index.html) (13 words) - [Apps Creation | Clarifai Docs](/content/docs/create/applications/create/index.html): Learn how to create a Clarifai App (888 words) - [Clarifai - The World's AI](/content/popsugar-uses-facial-recognition-to-find-your-celebrity-lookalike-with-twinning-app/workflows/index.html) (36 words) - [Clarifai - The World's AI](/content/clarifai/generative-ai/modules/module-chatbot/index.html) (13 words) - [# A10 vs A100—A comprehensive comparison guide | Clarifai Blog](/content/blog/a10-vs-a100/index.html): NVIDIA’s Ampere generation rewrote the playbook for data‑center GPUs. With **third‑generation Tensor Cores** that introduced **TensorFloat‑32 (TF32)** and expanded support for **BF16**, **FP16**, *... (4,725 words) - [Clarifai - The World's AI](/content/popsugar-uses-facial-recognition-to-find-your-celebrity-lookalike-with-twinning-app/models/index.html) (34 words) - [Clarifai - The World's AI](/content/huggingface-research/datasets/index.html) (34 words) - [# Types of Machine Learning: A Comprehensive Guide for 2026 | Clarifai Blog](/content/blog/types-of-ml/index.html): Machine learning (ML) has become the beating heart of modern artificial intelligence, powering everything from recommendation engines to self‑driving cars. Yet **not all ML is created equal**. Diff... (7,278 words) - [# Best GPUs for Running GPT‑OSS Models in 2025 | Clarifai Blog](/content/blog/gpus-for-gpt-oss/index.html): Building and scaling **open‑source reasoning models** like GPT‑OSS isn’t just about having access to powerful code—it’s about making strategic hardware choices, optimizing software stacks, and bala... (4,228 words) - [Text Embeddings | Clarifai Docs](/content/docs/integrations/llamaindex/text-embeddings/index.html): Use Clarifai and LlamaIndex to create text embeddings (372 words) - [Clarifai - The World's AI](/content/ebook-clarifai-executive-guide-2025/workflows/index.html) (17 words) - [How to Build a Clarifai Visual Search App with JavaScript: Golden Retriever Edition | Clarifai Blog](/content/blog/clarifai-visual-search-golden-retriever-edition/index.html): Have you ever wanted to automatically search through your photos like you search with Google? For example, you attended your friend’s wedding recently, and you wanted to find images that included y... (1,580 words) - [Clarifai - The World's AI](/content/video-building-a-custom-computer-vision-model-to-recognize-santa-in-ugly-christmas-sweaters/models/index.html) (20 words) - [How to Check User-Generated Content and Images for Unwanted Nudity | Clarifai Blog](/content/blog/how-to-check-user-generated-content-and-images-for-unwanted-nudity.html): [User-generated content is like a box of chocolates filled with potentially unwanted nudity](/blog/clarifai-featured-hack-block-unwanted-nudity-in-blog-comments-with-disqus) – you never know what y... (1,100 words) - [Apps Management | Clarifai Docs](/content/docs/create/applications/manage/index.html): Learn how to manage your Clarifai applications (941 words) - [Clarifai - The World's AI](/content/computer-vision/workflows/index.html) (34 words) - [How to Learn AI from Scratch and Get a Job in AI? | Clarifai Blog](/content/blog/learn-ai-from-scratch/index.html): **Curious about breaking into AI?** The rapid growth of artificial intelligence has created unprecedented demand for skilled practitioners. This guide distills **expert insights, practical steps an... (5,370 words) - [Clarifai - The World's AI](/content/computer-vision/models/index.html) (36 words) - [AI At the Movies: Everything Transcendence gets wrong about AI | Clarifai Blog](/content/blog/ai-at-the-movies-everything-transcendence-gets-wrong-about-ai.html): We all love a good story. And with so many unknowns, it’s easy to see why artificial intelligence is at the center of so many tall tales. In Hollywood, movies like The Terminator, The Matrix, or Th... (1,648 words) - [Clarifai - The World's AI](/content/computer-vision/datasets/index.html) (34 words) - [Multi‑GPU vs Single‑GPU Scaling Economics: The 2026 Guide for AI Teams | Clarifai Blog](/content/blog/multi-vs-single-gpu/index.html): The modern AI boom is powered by one thing: compute. Whether you’re fine‑tuning a vision model for edge deployment or running a large language model (LLM) in the cloud, your ability to deliver valu... (5,853 words) - [AI at the Movies: How Ex Machina Shows AI Is What You Make It | Clarifai Blog](/content/blog/ai-at-the-movies-how-ex-machina-shows-ai-is-what-you-make-it.html): *We all love a good story. And with so many unknowns, it’s easy to see why artificial intelligence is at the center of so many. In Hollywood, movies like The Terminator, The Matrix, or The Stepford... (1,997 words) - [What is an ML Pipeline? A Comprehensive Guide for 2025 | Clarifai Blog](/content/blog/ml-pipeline/index.html): **ML pipelines are the orchestrated series of automated steps that transform raw data into deployed AI models.** They cover data collection, preprocessing, training, evaluation, deployment and cont... (4,989 words) - [Supported Cloud Instances | Clarifai Docs](/content/docs/compute/cloud-instances/index.html): Learn about the instance types we support (4,403 words) - [Ways to Cut GPU Costs in Production – A Clarifai Guide | Clarifai Blog](/content/blog/cut-gpu-cost-in-production/index.html): **GPU acceleration has become the engine of modern AI.** Training and deploying large models demands powerful graphics processors with terabytes of bandwidth and billions of transistors. Unfortunat... (4,094 words) - [Image Recognition on Android: Building An Alarm Clock That Sees | Clarifai Blog](/content/blog/image-recognition-android-alarm-clock-that-sees/index.html): There are two certainties these days: 1)[machine learning](/blog/quick-guide-to-machine-learning) is creating an ever more powerful set of tools to accomplish a myriad of complex tasks, and 2) gett... (1,525 words) - [Build Your Own Visual Similarity App With Clarifai’s Face Embedding Model | Clarifai Blog](/content/blog/build-your-own-visual-similarity-app-with-clarifais-face-embedding-model.html): *We’re excited to release our new *[Face Embedding](https://clarifai.com/clarifai/main/models/face-identification-transfer-learn)* model which you can use for organizing, filtering, and ranking ima... (756 words) - [Clarifai - The World's AI](/content/huggingface-research/index.html) (34 words) - [Top Generative AI Use Cases: Industry Insights & Future Trends: What is Generative AI & Why It Matters? | Clarifai Blog](/content/blog/generative-ai-use-cases/index.html): Generative AI refers to algorithms and models that can **create new content, designs, or predictions** by recognising patterns from large amounts of data. At their core, these models are trained by... (4,354 words) - [Models from text-generation | Clarifai - The World's AI](/content/huggingface-research/text-generation/models/index.html) (70 words) - [Models from completion | Clarifai - The World's AI](/content/mistralai/completion/models/index.html) (67 words) - [Models from blip | Clarifai - The World's AI](/content/salesforce/blip/models/index.html) (65 words) - [How StyleMePretty Uses Visual Recognition to Grow Their Business From Publication to Platform | Clarifai Blog](/content/blog/how-stylemepretty-com-uses-visual-recognition-to-grow-their-business-from-publication-to-platform.html): StyleMePretty.com is a premier online destination for wedding inspiration, garnering over 25 million views a month. It began in 2005 as a blog featuring gorgeous, style-savvy, real weddings. Now, S... (821 words) - [# MiniMax M2.5 vs. GPT‑5.2, Claude Opus 4.6, Gemini 3.1 Pro and Beyond — A Deep 2026 Guide | Clarifai Blog](/content/blog/minimax-m2-5-vs-gpt-5-2-vs-claude-opus-4-6-vs-gemini-3-1-pro.html): Since **late 2025**, the generative AI landscape has exploded with new releases. OpenAI’s **GPT‑5.2**, Anthropic’s **Claude Opus 4.6**, Google’s **Gemini 3.1 Pro** and MiniMax’s **M2.5** signal a t... (5,840 words) - [AI at the Movies: How Robot and Frank Prepares Us For the Future | Clarifai Blog](/content/blog/ai-at-the-movies-how-robot-and-frank-prepares-us-for-the-future.html): *We all love a good story. And with so many unknowns, it’s easy to see why artificial intelligence is at the center of so many. In Hollywood, movies like The Terminator, The Matrix, or The Stepford... (1,658 words) - [# Top AI Infrastructure Cost Optimization Tools | Clarifai Blog](/content/blog/ai-infra-cost-optimization-tools/index.html): Artificial intelligence has rocketed into every industry, bringing huge competitive advantages—but also runaway infrastructure bills. In 2025, organisations will spend more on AI than ever before: ... (5,385 words) - [# Cloud Infrastructure: Past, Present & Future | Clarifai Blog](/content/blog/cloud-infrastructure/index.html): The cloud is no longer a mysterious place somewhere “out there.” It is a **living ecosystem of servers, storage, networks and virtual machines** that powers almost every digital experience we enjoy... (4,686 words) - [blip app | Clarifai - The World's AI](/content/salesforce/blip/index.html) (18 words) - [# MI300X vs H100: AMD vs NVIDIA Showdown for AI Inference | Clarifai Blog](/content/blog/mi300x-vs-h100/index.html): Artificial intelligence has moved from research labs to real‑world products, and the performance of AI systems is increasingly constrained by the hardware they run on. In this new era of generative... (5,113 words) - [# What Are the 3 Types of AI? Understanding Narrow, General and Super AI in 2025 | Clarifai Blog](/content/blog/types-of-ai/index.html): - **Answer**: There are three capability‑based categories of artificial intelligence: **Artificial Narrow Intelligence (ANI)** designed for specialised tasks; **Artificial General Intelligence (AGI... (3,767 words) - [Uncover Buried Stock Photography Treasure With Automatic Image Tagging & Keywords | Clarifai Blog](/content/blog/uncover-buried-stock-photography-treasure-with-automatic-image-tagging-keywords.html): Foap is a fast-growing photography marketplace that receives thousands of new user-uploaded photos every day. In order to connect brands with the images they’re looking for, Foap had to find a way ... (720 words) - [Release 9.10 | Clarifai Docs](/content/docs/product-updates/changelog/release910/index.html): Changelog for Clarifai Release 9.10 (2,728 words) - [Inside Clarifai | Unconventional Challenges of Building an AI Company | Clarifai Blog](/content/blog/inside-clarifai-hq-unconventional-challenges-of-building-an-ai-company.html): *It doesn’t matter what company you work for or what industry you work in: we’re all fighting for top talent. Even with that baseline assumption, scaling an AI company comes with some unique challe... (870 words) - [Create Color Schemes from Any Image with Clarifai: A JavaScript Tutorial | Clarifai Blog](/content/blog/create-color-schemes-from-any-image-with-clarifai/index.html): Aesthetic design can be hard. After all, people get paid to do it professionally. But as with many things, it’s much easier to recognize good design than create it whole-cloth yourself, especially ... (1,185 words) - [What is Unstructured Data? | Clarifai Blog](/content/blog/what-is-unstructured-data/index.html): “90 Percent of the Big Data We Generate Is an Unstructured Mess” - PC Mag“80 to 90 percent of data generated and collected by organizations, is unstructured” - MongoDB“Big Data and unstructured dat... (3,287 words) - [Behind Our New Visual Identity | Clarifai Blog](/content/blog/behind-our-new-visual-identity/index.html): In Clarifai’s four years of existence, we’ve grown immensely, going from one man in an apartment to sixty people across two offices, and with growth comes the need for change. (1,264 words) - [Clarifai - The World's AI](/content/qwen/workflows/index.html) (38 words) - [Clarifai - The World's AI](/content/compute/deployments/index.html) (34 words) - [Spooky SMS & AI with Twilio and Clarifai | Clarifai Blog](/content/blog/scarefai-with-clarifai-and-twilio/index.html): Last week, a few of us here at [Clarifai](/) created a "Spooky or Not" app for Clarifai’s October hack day (more on how we trained the model next week!). To let people try the model from their own ... (1,199 words) - [Clarifai - The World's AI](/content/compute/index.html) (33 words) - [Clarifai - The World's AI](/content/qwen/models/index.html) (37 words) - [Clarifai - The World's AI](/content/qwen/datasets/index.html) (39 words) - [Can Computer Vision make Your Video surveillance GDPR-Compliant? | Clarifai Blog](/content/blog/can-computer-vision-help-your-cctv-to-be-gdpr-compliant.html): Since the [General Data Protection Regulation](https://eugdpr.org/) (GDPR) took effect last year, businesses worldwide are now facing the [legal implications of non-compliance](http://fortune.com/2... (1,195 words) - [Getting Started with Search by Geolocation | Clarifai Blog](/content/blog/getting-started-with-search-by-geolocation/index.html): *Fact: Clarifai’s Search API allows you to search your images and video by visual similarity. Lesser known fact: it also lets you search your media by geo location data! Learn more about this featu... (716 words) - [Automatically Sort Photos on Hard-drive Using Clarifai’s API | Clarifai Blog](/content/blog/clarifai-featured-hack-automatically-organize-photos-on-your-computer-into-different-folders-with-imgsort.html): *One of the top requests we’ve gotten since* the launch of our mobile photo discovery app Forevery *has been a desktop version that will automatically tag and sort photos on a hard drive. While we’... (499 words) - [Where's Waldo? Using Machine Learning to Find All the Waldos | Clarifai Blog](/content/blog/wheres-waldo-using-machine-learning-to-find-all-the-waldos.html): Where’s Waldo is a game wherein one looks for Waldo (a bespectacled, dead-eyed human candy cane looking guy) hidden in chaotic, busy scenes of whimsy. In other words, it’s the perfect data set to c... (596 words) - [Clarifai - The World's AI](/content/gcp/models/index.html) (36 words) - [# DeepSeek API: How to Use DeepSeek via API – Developer Guide | Clarifai Blog](/content/blog/how-to-use-the-deepseek-api/index.html): DeepSeek models, including **DeepSeek‑R1** and **DeepSeek‑V3.1**, are accessible directly through the [Clarifai platform](https://www.clarifai.com/). You can get started without needing a separate ... (3,001 words) - [Clarifai - The World's AI](/content/gcp/workflows/index.html) (39 words) - [Clarifai - The World's AI](/content/gcp/datasets/index.html) (36 words) - [Deploy a Model | Clarifai Docs](/content/docs/compute/deployments/deploy-model/index.html): Deploy a model into your created cluster and nodepool (3,186 words) - [Classifi.me: Predict Your MBTI Using Photos & Videos | Clarifai Blog](/content/blog/clarifai-featured-hack-classifi-me-predicts-your-myers-briggs-type-based-on-your-instagram-photos-videos.html): Classifi.me is an app that predicts your Myers-Briggs (MBTI) personality type based on your photos and videos. It also identifies your happiest photo and tells you whether you had an overall positi... (637 words) - [Using AI to Analyze Text With Natural Language Processing | Clarifai Blog](/content/blog/using-ai-to-analyze-text/index.html): Every organization uses texts to disseminate, improve, and modify its services or products. Natural Language Processing (NLP), a subfield of artificial intelligence and computer science, focuses on... (1,745 words) - [Your First Deep Learning Project Is an API Call Away | Clarifai Blog](/content/blog/your-first-deep-learning-project-is-an-api-call-away.html): In recent years, image recognition algorithms have made headlines around the world. The field of deep learning as a whole took off in 2012 when researchers from the University of Toronto demonstrat... (1,344 words) - [Facial Recognition 101: Use Cases and How It Works | Clarifai Blog](/content/blog/facial-recognition-101-use-cases-and-how-it-works/index.html): *Of the many ways that artificial intelligence can be applied, few have caused more stir than facial recognition. While there are some reservations over this technology, on its own, facial recognit... (1,025 words) - [Introducing API Keys - A Safer Way To Authenticate Your Applications | Clarifai Blog](/content/blog/introducing-api-keys-a-safer-way-to-authenticate-your-applications.html): *As our customers build more sophisticated applications using*[**Clarifai API**](/blog/clarifai-api-conventions)*, their requirements and needs are evolving. To provide greater flexibility and cont... (599 words) - [End‑to‑End MLOps Architecture & Workflow: The 2025 Guide for AI Teams | Clarifai Blog](/content/blog/end-to-end-mlops/index.html): Machine‑learning projects often get stuck in experimentation and rarely make it to production. **MLOps provides the missing framework** that helps teams collaborate, automate, and deploy models res... (3,387 words) - [Distill Google Chrome Extension To Browse The Web Safely | Clarifai Blog](/content/blog/clarifai-featured-hack-block-unwanted-content-and-browse-the-internet-safely-with-distill.html): *Distill is a Google Chrome extension that creates a better internet experience by helping people browse the web safely and block unwanted images and text from their view. For example, this Valenti... (596 words) - [# llama.cpp: The Complete Guide to Fast Local LLM Inference | Clarifai Blog](/content/blog/ilama-cpp.html): Local large‑language‑model (LLM) inference has become one of the most exciting frontiers in AI. As of 2026, powerful consumer GPUs such as NVIDIA’s RTX 5090 and Apple’s M4 Ultra enable **state‑of‑t... (6,067 words) - [# A100 vs V100: Choosing the Right NVIDIA GPU for Modern AI and How Clarifai’s Platform Helps You Optimize It | Clarifai Blog](/content/blog/nvidia-a100-vs-v100/index.html): **Question:** *Should I use the NVIDIA A100 or the older V100 for my next AI project?* (4,007 words) - [Clarifai Featured Hack: Mansplainer Is An App That Will Condescendingly Explain Images To You | Clarifai Blog](/content/blog/clarifai-featured-hack-mansplainer-is-an-app-that-will-condescendingly-explain-images-to-you.html): *"Mansplaining” is the all-too-common phenomenon of “a man explaining something to a woman in a condescending, overconfident, and often inaccurate or oversimplified manner.” Send the Mansplainer ap... (457 words) - [Inside Clarifai HQ: Watch Out, San Francisco – Here We Come! | Clarifai Blog](/content/blog/inside-clarifai-hq-watch-out-san-francisco-here-we-come.html): *We’re excited to announce that we’ve opened an office in San Francisco, the first of many steps in our post-Series B expansion plans. The SF office is where Clarifai is building a stellar machine ... (336 words) - [Introducing Clarifai's Mobile SDK - On-device Machine Learning Whether You're Online or Offline | Clarifai Blog](/content/blog/introducing-clarifais-mobile-sdk-on-device-machine-learning-whether-youre-online-or-offline.html): *We’re excited to announce that the Clarifai Mobile SDK is now available in limited preview for every developer! The Mobile SDK enables on-device machine learning and puts AI in the palm of your ha... (551 words) - [What is Artificial Intelligence? | Clarifai Blog](/content/blog/what-is-artificial-intelligence/index.html): There is no question that humans are intelligent creatures by nature, and we use our intelligence to perform numerous tasks. But can we create machines (computers) that are capable of doing the sam... (2,455 words) - [What Are Computer Vision Models? Guide to Building Your Own | Clarifai Blog](/content/blog/computer-vision-models-what-are-they-and-how-to-build-your-own.html): A computer vision (CV) model is a processing block that takes uploaded inputs, like images or videos, and predicts or returns pre-learned concepts or labels. Examples of this technology include [im... (885 words) - [Clarifai Featured Hack: Spectrum Navigator Is A GPS App That Helps People Navigate By Landmark | Clarifai Blog](/content/blog/clarifai-featured-hack-spectrum-navigator-is-a-gps-app-that-helps-people-navigate-by-landmark.html): *Spectrum Navigator is a GPS app aimed at improving the lives of the autistic community through visually-oriented navigation. Navigating by landmark is a more intuitive process than the traditional... (450 words) - [Clarifai Featured Hack: Musify Finds the Perfect Background Music for Your Videos | Clarifai Blog](/content/blog/clarifai-featured-hack-musify-finds-the-perfect-background-music-for-your-videos.html): *A great musical score can make or break a film, and it’s no different for your home videos, either. Musify is an app that matches the mood of your video to appropriate background music, making you... (447 words) - [Clarifai Featured Hack: Discover Ancestry Based on Facial Recognition | Clarifai Blog](/content/blog/clarifai-featured-hack-discover-your-ancestry-based-on-facial-recognition-with-mimi.html): **Discover your Ancestry with Facial Recognition****MiMi is an app that uses machine learning to determine your ancestry by what continent you might have originated from based on your facial charac... (439 words) - [3 Companies Using AI to Find the Perfect Gift This Holiday Season | Clarifai Blog](/content/blog/3-companies-using-ai-to-find-the-perfect-gift-this-holiday-season.html): It might be the season to be jolly, but with how hard it can be to choose the perfect gift, it’s also the season of high stress. Gift guides are impersonal, and one person’s top 10 list might be an... (727 words) - [Supervised vs. Unsupervised Learning: What they are and How they work | Clarifai Blog](/content/blog/supervised-vs-unsupervised-learning-what-they-are-and-how-they-work.html): One topic in AI and [Machine Learning](/blog/what-is-machine-learning-a-four-minute-rundown) that can be confusing is the differences between supervised and unsupervised learning, and why we would ... (1,244 words) - [Test Out the Clarifai API with Our Beautiful New Demo | Clarifai Blog](/content/blog/test-out-the-clarifai-api-with-our-beautiful-new-demo.html): Customers always tell us they’re blown away by the accuracy of the tags from our [**visual recognition**](https://www.clarifai.com/use-cases/visual-search) API. So, we launched a new demo to give p... (398 words) - [Winning Computer Vision Projects at the DeveloperWeek SF Hackathon | Clarifai Blog](/content/blog/computer-vision-developerweek-sf-hackathon/index.html): The largest challenge-driven hackathon in the U.S. commenced over the weekend of February 23rd - 24th in San Francisco. Beginning on Saturday morning, it continued for a mere twenty-six hours befor... (1,013 words) - [Clarifai Featured Hack: Use NSFW Blocker to Protect Your Eyes From the Internet | Clarifai Blog](/content/blog/clarifai-featured-hack-use-nsfw-blocker-to-protect-your-eyes-from-the-internet.html): *The internet can be a scary place lurking with things you can’t unsee. NSFW (Not Safe for Work) Blocker is a Chrome extension that uses *[Clarifai’s NSFW recognition model](https://clarifai.com/cl... (336 words) - [Create Digital Art with P5.JS and Clarifai's Color Recognition Model | Clarifai Blog](/content/blog/create-digital-art-with-p5-js-and-clarifais-color-recognition-model.html): *p5.js is a great way to get started when making digital art for the browser with JavaScript. In just a few lines of code, you can start drawing interactive artwork which works on computers, phones... (186 words) - [Clarifai-Powered Adobe Lightroom Plugin Automatically Sorts Your Photos by Image Quality | Clarifai Blog](/content/blog/clarifai-powered-adobe-lightroom-plugin-automatically-sortys-your-photos-by-image-quality.html): *With our recently released Landscape Quality and Portrait Quality models, we built an Adobe Lightroom plugin for photographers to use to automatically sort high quality photos from low quality one... (134 words) - [How to Demo Your Localhost App Using NGROK | Clarifai Blog](/content/blog/how-to-demo-your-localhost-app-using-ngrok/index.html): *Ngrok is a reverse proxy that allows you to expose your locally running web service to other developers. It’s a timesaver for developers when it comes down to showcasing a project. Follow along an... (367 words) - [Announcing a New and Improved V2 API Video Recognition Feature | Clarifai Blog](/content/blog/announcing-clarifais-new-and-improved-v2-api-video-recognition-feature.html): *We are happy to announce that the video recognition feature in Clarifai’s v1 API has now been upgraded to our v2 API from beta to general availability! Now, all *[Clarifai](https://clarifai.com/si... (321 words) - [Clarifai Featured Hack: Measure your carbon footprint with Terrabeasts | Clarifai Blog](/content/blog/clarifai-featured-hack-measure-your-carbon-footprint-with-terrabeasts.html): Here at [Clarifai](/), we love innovative, impactful hacks. Over the years, developers have used our technology to build some impressive ones, like [Spectrum Navigator](https://blog.clarifai.com/cl... (987 words) - [Applications of Computer Vision in Healthcare | Clarifai Blog](/content/blog/computer-vision-in-healthcare/index.html): [**Computer vision**](https://www.clarifai.com/computer-vision) and machine learning models are designed to recognize, understand images and data to execute actions that only humans were once thoug... (1,021 words) - [# Top ML Concepts and Algorithms: A Deep‑Dive for 2025 and Beyond | Clarifai Blog](/content/blog/machine-learning-concepts/index.html): **Quick Summary:** *What is the difference between AI, machine learning, deep learning and large language models?* **AI** is the broad pursuit of machines that can perform tasks requiring intellige... (5,091 words) - [What Food Is This? Food Recognition Technology Can Tell You! | Clarifai Blog](/content/blog/what-food-is-this-food-recognition-technology-can-tell-you.html): Try our New [Food Recognition model](https://clarifai.com/clarifai/main/models/food-item-recognition)in the wild and start building incredible (and tasty) apps that recognize over a thousand types ... (509 words) - [3 Ways AI-Powered Security Cameras Can Help Improve Customer Service | Clarifai Blog](/content/blog/3-ways-ai-powered-security-cameras-can-help-improve-customer-service.html): You’ve seen them. Today, [most brick and mortar retailers rely on security cameras in stores to protect them from theft and other crimes](/blog/announcing-clarifai-and-boulder-ais-strategic-allianc... (659 words) - [Closing the loop: How feedback loops help to maintain quality long-term AI results | Clarifai Blog](/content/blog/closing-the-loop-how-feedback-loops-help-to-maintain-quality-long-term-ai-results.html): Last month saw New York City hosting the 2019 O’Reilly AI Conference. Attended by professionals across the industry, [and beyond](/blog/why-we-love-ai-conferences-a-product-marketers-recap-of-the-o... (730 words) - [Challenges & State of the Art Solutions Associated with Face Recognition | Clarifai Blog](/content/blog/challenges-of-face-recognition/index.html): Several factors make face recognition difficult for machines such as extreme illumination, occlusion, extreme expressions, low resolution, and in-plane rotation. At our recent Perceive 2020 confere... (1,044 words) - [Classification vs Detection vs Segmentation Models: Differences and When to Use Each | Clarifai Blog](/content/blog/classification-vs-detection-vs-segmentation-models-the-differences-between-them-and-how-each-impact-your-results.html): Before we get started though, let’s first go over two basic definitions that will help you as you learn about each technique. (534 words) - [Mixing gRPC and HTTP traffic with grpc-gateway | Clarifai Blog](/content/blog/muxing-together-grpc-and-http-traffic-with-grpc-gateway.html): *In the first of our series on designing the Clarifai API we mentioned our transition from Django, to Goji, to grpc-gateway. Today, we would love to share some of what we have learned by running gr... (767 words) - [Performance metrics in machine learning: the ultimate guide | Clarifai Blog](/content/blog/performance-metrics-in-ml/index.html): Machine‑learning systems have moved far beyond academic labs and into mission‑critical applications like **medical diagnostics, credit decisions, content moderation, and generative search**. These ... (5,108 words) - [# MI300X vs B200—The Next‑Gen GPU Battle | Clarifai Blog](/content/blog/mi300x-vs-b200/index.html): Generative AI applications exploded in late‑2023 and 2024, driving **record demand for GPUs** and exposing a split between memory‑rich accelerators and latency‑oriented chips. By the end of 2025, t... (4,434 words) - [How Online Retailers Are Using Deep Learning to Grow Their Business | Clarifai Blog](/content/blog/deep-learning-online-retail-growth/index.html): The growth of [Artificial Intelligence (AI) has introduced many amazing new technologies](/blog/what-is-artificial-intelligence), and a deluge of virtual features, particularly in the field of mach... (630 words) - [# Gemini 2.5 Pro vs GPT‑5: Context Window, Multimodality & Enterprise Use Cases | Clarifai Blog](/content/blog/gemini-2-5-pro-vs-gpt-5.html): - **What’s the difference between GPT‑5 and Gemini 2.5 Pro?****** *GPT‑5* delivers deeper reasoning and safer completions, with a large but finite context window (272k tokens for the Pro tier) and ... (3,599 words) - [Tutorial: How to Implement Image Recognition in an iOS Mobile App | Clarifai Blog](/content/blog/tutorial-implement-image-recognition-in-your-ios-mobile-app.html): [Thanks to @Swift, co-founder & CEO of Major League Hacking, for sharing this excellent Clarifai iOS SDK tutorial he created.] (736 words) - [What is Deep Learning and How Does it Work? | Clarifai Blog](/content/blog/deep-learning-what-it-is-and-why-it-matters/index.html): [Deep Learning](/blog/deep-learning-what-it-is-and-why-it-matters)(DL) is a subset of [Machine Learning](/blog/what-is-machine-learning-a-four-minute-rundown) (ML) that involves learning a hierarch... (811 words) - [Release 5.10 Changelog | Clarifai Blog](/content/blog/release-5-10-change-log.html): - Create delete email endpoints in v2 to finally get off old internal endpoints to streamline operations (991 words) - [MEET OUR SUMMER INTERNS! | Clarifai Blog](/content/blog/meet-our-summer-interns/index.html): Here at [Clarifai](/), we love our interns! Just as we are helping to shape their [careers](/blog/leadership-in-stem), their work helps us to achieve our mission of accelerating the progress of hum... (655 words) - [Clarifai Featured Hack: Use AI to Tune-Up Your Online Dating Profile | Clarifai Blog](/content/blog/clarifai-featured-hack-use-ai-to-tune-up-your-online-dating-profile.html): *If it feels like you’re putting in a lot of swiping to get one good date, it might be because of your profile picture. “AI Online Dating Profile Upgrade” is an app that analyzes your picture and g... (55 words) - [What is Machine Learning? A Four Minute Rundown | Clarifai Blog](/content/blog/what-is-machine-learning-a-four-minute-rundown/index.html): Machine Learning (ML) is a general term given to algorithms that can learn patterns from existing data and use these patterns to make predictions or decisions with new data. It is a subset of AI wh... (545 words) - [Generate Image Descriptions with Natural Language Processing | Clarifai Blog](/content/blog/generating-image-descriptions-with-natural-language-processing.html): As they say, “A picture is worth a thousand words.” On the other hand, several words accompanying a picture can significantly add meaning to what you see in that picture. [Clarifai's Predict API](h... (686 words) - [Getting Computer Vision AI: What Cloud APIs, On-Premise, and SDKs Mean for Your Business | Clarifai Blog](/content/blog/getting-computer-vision-ai-what-cloud-apis-on-premise-and-sdks-mean-for-your-business.html): If you’ve decided to take the plunge, and adopt a [computer vision](https://blog.clarifai.com/what-is-computer-vision-why-should-businesses-care-about-this-form-of-ai) AI platform, you’re not alone... (297 words) - [Top 10 Uses for Face Recognition in 2021 | Clarifai Blog](/content/blog/top-10-uses-of-face-recognition-2021/index.html): [Facial recognition](/models/ai-face-detection) is one of the many applications of [modern AI technology](/blog/design-and-ux-for-an-ai-first-world). It’s also one of the oldest – it’s been quite a... (2,281 words) - [Applications of Computer Vision | Clarifai Blog](/content/blog/what-is-computer-vision/index.html): Computer Vision (CV) is a field of computer science that focuses on creating digital models to process, analyze, and understand image and video data. Computers don’t have the subjective “experience... (1,638 words) - [Hybrid Cloud Orchestration: The Ultimate Guide to Unifying Cloud and Edge in 2025 | Clarifai Blog](/content/blog/hybrid-cloud-orchestration/index.html): Hybrid cloud orchestration isn’t just another IT trend—it’s becoming the backbone of modern AI strategy. As enterprises juggle on‑premises systems, public clouds, edge devices and emerging quantum ... (3,424 words) - [ | Clarifai Blog](/content/blog/medallion-architecture/index.html): **Quick Summary:** *What is medallion architecture?*** Medallion architecture is a **layered data engineering pattern** that progressively transforms raw data into **highly trusted, business‑ready ... (4,285 words) - [Release 6.0 Changelog | Clarifai Blog](/content/blog/release-6-0-changelog.html): Introducing important new features, improvements, and bug fixes with Changelog 6.0[](#changelog-6-0) (522 words) - [Introducing Clarifai’s New Apparel Detector Model | Clarifai Blog](/content/blog/updated-ai-computer-vision-apparel-model/index.html): In 2017, we created our first apparel classification model to [help retailers](/blog/3-ways-computer-vision-elevates-the-online-retail-experience) streamline their [workflow using tools like automa... (419 words) - [Introducing Clarity Open Source Demo App For Computer Vision | Clarifai Blog](/content/blog/can-you-clarifai-that-introducing-clarity-our-new-open-source-computer-vision-demo-app.html): Today, we would like to introduce you to *Clarity*, our new open-source demo [app for Android and iOS devices](/blog/clarifais-android-and-ios-sdks-general-availability). With Clarity, you can run ... (270 words) - [Facial Redaction: What it is and how you can use it | Clarifai Blog](/content/blog/facial-redaction-what-it-is-and-how-you-can-use-it/index.html): [Facial recognition](/blog/facial-recognition-101-use-cases-and-how-it-works) may be the computer technique of the moment, but there’s another technique that may be just as relevant: facial redacti... (295 words) - [Forrester New Wave Report: Computer Vision | Clarifai Named Leader | Clarifai Blog](/content/blog/forrester-new-wave-leader/index.html): In Forrester’s evaluation of the emerging market for [computer vision platforms](/computer-vision), Clarifai was named one of the most significant providers in the industry. Forrester’s rankings we... (335 words) - [Clarifai Docs](/content/docs/legacy-portal-guide/data/explorer/proposals/index.html) (34 words) - [Deploy First: The Secret to Data Efficiency in ML | Clarifai Blog](/content/blog/deploy-first-the-secret-to-data-efficiency-in-ml/index.html): In the beginning, AI engineers toiled in obscurity, spending years hand-crafting equations to solve even the smallest[Computer Vision](/computer-vision) problems. But the world has certainly change... (1,950 words) - [Clarifai Release 5.10 | Clarifai Blog](/content/blog/clarifai-release-5-10.html): We have released many new features for our platform over the last six months, and today we are excited to start getting you up-to-speed with some of the new features and enhancements available sinc... (385 words) - [# T4 vs L4 for Small Models: Which GPU Is More Cost‑Efficient? | Clarifai Blog](/content/blog/t4-vs-l4/index.html): Choosing a **graphics processing unit (GPU)** for deploying **small or medium‑sized AI models** isn’t trivial. A wrong decision can drain budgets or throttle performance. **NVIDIA’s T4 and L4 GPUs*... (3,322 words) - [Clarifai Release 5.11 | Clarifai Blog](/content/blog/clarifai-release-5-11.html): Welcome to the second official monthly release of Clarifai's platform. We've been hard at work in the lab and Release 5.11 marks the unveiling of several important improvements related to authoriza... (436 words) - [Introducing NLP: AI for Text + Images | Clarifai Blog](/content/blog/nlp/index.html): Need to understand, moderate, or automate responses to lots of text? How about [recognizing text in images and videos](/models/ocr-scene)? Welcome to the one platform where you can power smart appl... (601 words) - [Release 6.3 Changelog | Clarifai Blog](/content/blog/release-6-3-changelog.html): Introducing important new features and improvements with Changelog 6.3 (407 words) - [Synthetic Aperture Radar (SAR) Analysis with Clarifai | Clarifai Blog](/content/blog/synthetic-aperture-radar-sar-analysis-with-clarifai.html): Synthetic Aperture Radar (SAR) is one of the power tools of remote sensing. It bounces a microwave radar signal off the Earth’s surface to detect physical properties. SAR can generate high quality ... (1,061 words) - [Release 6.1 Changelog | Clarifai Blog](/content/blog/release-6-1-changelog.html): Introducing important new features and improvements with [Changelog 6.1](/blog/clarifai-release-6.1) (224 words) - [Release 6.2 Changelog | Clarifai Blog](/content/blog/changelog-release-6-2.html): Introducing important new features and improvements with Changelog 6.2[](#changelog-6-2) (387 words) - [Top Reasons Why AI‑Native Startups Fail | Clarifai Blog](/content/blog/reasons-why-ai-native-startups-fail/index.html): Artificial intelligence startups have captured investors’ imaginations, but most **fail within a few years**. Studies in 2025–26 show that **roughly 90 % of AI‑native startups fold within their fir... (4,015 words) - [Clarifai Release 6.6 | Clarifai Blog](/content/blog/clarifai-release-6-6.html): Clarifai is proud to introduce version 6.6 of our platform, and the official public release of Labeler. Labeler makes it easy to take on labeling projects of any size, so that you can develop high ... (512 words) - [Neural Network Pruning for Compression & Understanding | Clarifai Blog](/content/blog/neural-network-pruning-for-compression-understanding.html): Neural networks have been massively growing in size during the past decade. Some of the new state of the art models have over half a trillion tunable parameters. The result is a gigantic model that... (1,010 words) - [How Can You Build AI in Python? A Complete 2025 Guide | Clarifai Blog](/content/blog/create-ai-in-python/index.html): **What are the key steps to build an AI in Python?** (2,425 words) - [Clarifai Release 6.2 | Expand Your AI Potential With Enhancements | Clarifai Blog](/content/blog/clarifai-release-6-2.html): Clarifai Release 6.2 expands your AI potential with a set of major innovations, features and improvements within our platform. We are announcing the official release of a series of advanced tools f... (348 words) - [Clarifai Release 6.4 | Clarifai Blog](/content/blog/clarifai-release-6-4.html): We are proud to introduce Clarifai version 6.4, which seamlessly integrates AI for text with AI for images within our platform. (350 words) - [Top LLM Inference Providers Compared - GPT-OSS-120B | Clarifai Blog](/content/blog/top-llm-inference-providers-compared/index.html): In this post, we explore how leading inference providers perform on the GPT-OSS-120B model using benchmarks from Artificial Analysis. You will learn what matters most when evaluating inference plat... (1,613 words) - [New Demographics Workflow for Age, Race and Gender Classification | Clarifai Blog](/content/blog/new-demographics-workflow/index.html): To reduce the risk of race bias, we have constructed a [**new approach to visual recognition of race**](https://www.clarifai.com/use-cases/visual-search). We've also divided age, race and gender [r... (344 words) - [All you need to know about Software 2.0 | Clarifai Blog](/content/blog/all-you-need-to-know-about-software-2-0.html): Ten years ago, engineer and investor Marc Andreessen wrote in his now-famous article in the Wall Street Journal that "software is eating the world." These days industry visionaries are predicting a... (1,771 words) - [Clarifai Release 7.0 | Clarifai Blog](/content/blog/clarifai-release-7-0.html): We are finishing the year with a ton of new products, features and improvements with Clarifai Release 7.0. (365 words) - [Clarifai Release 6.1 | Clarifai Blog](/content/blog/clarifai-release-6-1.html): [Clarifai Release 6.1](/blog/clarifai-release-6.1) includes numerous bug fixes and improvements, and support for multi-language search of concepts, and the ability to stream inputs into the API. (147 words) - [# Deploying MCP Across SaaS, VPC, and On-Prem: A Comprehensive Guide for 2026 | Clarifai Blog](/content/blog/deploying-mcp-across-saas-vpc-on-prem/index.html): The **Model Context Protocol (MCP)** has emerged as a powerful way for AI agents to call context‑aware tools and models through a consistent interface. Rapid adoption of large language models (LLMs... (4,356 words) - [Clarifai Release 6.8 | Clarifai Blog](/content/blog/clarifai-release-6-8.html): Data Mode, new models, and clients in your favorite languages. Clarifai Release 6.8 introduces exciting new technology that make it easier than ever to build AI-powered business solutions. Take a l... (413 words) - [What is cloud optimization? How to Optimize Cloud Usage | Clarifai Blog](/content/blog/cloud-optimization/index.html): | **Question** | **Answer** | (3,728 words) - [ | Clarifai Blog](/content/blog/deploying-gemini-3-pro/index.html): **Gemini 3 Pro** is Google’s latest multi‑modal model and a big leap forward in large‑scale generative AI. It uses a *mixture‑of‑experts* architecture, supports *context windows up to one million t... (3,012 words) - [What Is AIaaS? Complete Guide to AI as a Service for Businesses in 2025 | Clarifai Blog](/content/blog/what-is-aiaas/index.html): **Artificial intelligence as a service (AIaaS) is revolutionizing how companies access powerful AI tools**. It bridges the gap between expensive in‑house development and the growing demand for **fa... (1,538 words) - [Clarifai Release 7.3 | Clarifai Blog](/content/blog/clarifai-release-7-3.html): Clarifai Release 7.3 pushes machine learning farther by expanding upon our ecosystem of AI tools and technologies. We are introducing entirely new model types, as well as augmentations and improvem... (676 words) - [Clarifai Release 6.5 | Clarifai Blog](/content/blog/clarifai-release-6-5.html): Introducing Clarifai Release 6.5, which includes a ton of upgrades to the way that search is handled in our API and Portal. Plus we've introduced Social Single Sign On (SSO), to make it easy to sig... (306 words) - [Top 10 Code‑Generation Model APIs for IDEs, Agents & Automation | Clarifai Blog](/content/blog/top-10-code-generation-model-apis/index.html): **Quick summary** – *What are code‑generation model APIs and which ones should developers use in 2026?*** **Answer:** Code‑generation APIs are AI services that generate, complete or refactor code w... (4,757 words) - [# AMD MI355X GPU Guide – Use Cases & Decision Guide | Clarifai Blog](/content/blog/amd-mi355x-gpu-guide/index.html): **Quick Summary:** *What makes the AMD MI355X GPU stand out for today’s generative‑AI and HPC workloads?* In short, it offers **massive on‑chip memory**, **new low‑precision compute engines**, and ... (4,318 words) - [Top 10 Small & Efficient Model APIs for Low‑Cost Inference | Clarifai Blog](/content/blog/top-10-small-efficient-model-apis-for-low-cost-inference.html): In the generative‑AI boom of recent years, **giant language models** have dominated headlines, but they aren’t the only game in town. **Small language models (SLMs)** – often ranging from a few hun... (4,948 words) - [# Best Private Cloud Hosting Platforms | Clarifai Blog](/content/blog/best-private-cloud-hosting-platforms/index.html): **What is private cloud hosting and why is it important?** Private cloud hosting provides cloud‑like computing resources within a dedicated, **enterprise‑controlled environment**. It combines the e... (4,750 words) - [# Edge vs Cloud AI: Finding the Right Balance for Enterprise Success | Clarifai Blog](/content/blog/edge-vs-cloud-ai/index.html): Artificial intelligence isn’t just about *what* models can do—it's about *where* they run and *how* they deliver insights. In the age of connected devices, **Edge AI and Cloud AI represent two powe... (2,578 words) - [Clarifai Release 6.7 | Clarifai Blog](/content/blog/clarifai-release-6-7.html): Data scientists are often tempted to build their solutions from the ground up from low-level frameworks. But experience shows that this can lead to an ad-hoc approach that presents major problems w... (322 words) - [Sentiment Analysis and Storytelling | Clarifai Blog](/content/blog/sentiment-analysis-and-storytelling/index.html): The ways that we create, discover and consume content are rapidly changing. Wattpad is able to connect a global community of 90 million readers and writers through the power of story. Stories on Wa... (609 words) - [# What Is Managed Cloud? A Comprehensive Guide to Outsourcing Cloud Infrastructure | Clarifai Blog](/content/blog/managed-cloud/index.html): In today’s digital economy, organizations of every size depend on cloud platforms to deliver scalable applications, crunch data and support remote teams. Yet running your own cloud infrastructure i... (4,724 words) - [# AI in Biotech: Benefits & Real‑World Applications | Clarifai Blog](/content/blog/ai-in-biotech/index.html): Artificial intelligence (AI) is no longer a peripheral technology in biology––it is becoming **the operating system for modern biotech**. Massive improvements in biological data collection, computi... (4,354 words) - [Clarifai Release 7.4 | Clarifai Blog](/content/blog/clarifai-release-7-4.html): Spring is here and we are introducing important new features and improvements with Clarifai Release 7.4. Clarifai is democratizing AI and giving developers access to tools that can accelerate AI so... (552 words) - [Cost Controls for AI Features: Budgets, Throttles, and Tiering in 2026 | Clarifai Blog](/content/blog/ai-cost-controls/index.html): Generative AI is no longer just a playground experiment—it’s the backbone of customer support agents, content generation tools, and industrial analytics. By early **2026**, enterprise AI budgets mo... (4,404 words) - [Nvidia GH200 GPU Guide—Use Cases, Decision Guide | Clarifai Blog](/content/blog/nvidia-gh200-gpu-guide/index.html): **Quick Summary**: *What is the Nvidia GH200 and why does it matter in 2026?* – The **Nvidia GH200** is a **hybrid superchip** that merges a **72‑core Arm CPU** (Grace) with a **Hopper/H200 GPU** u... (4,750 words) - [# Gemini 3.0 vs GPT‑5.1, Claude 4.5 and Grok 4.1 – Choosing the Right AI in 2025 | Clarifai Blog](/content/blog/gemini-3-0-vs-other-models.html): Artificial intelligence is changing faster than most people can keep up. **By late 2025**, a new generation of large‑language models (LLMs) has appeared that pushes the boundaries of reasoning, con... (2,757 words) - [Top 3 Papers from NeurIPS 2020 | Clarifai Blog](/content/blog/our-favorite-papers-from-neurips/index.html): [Neural Information Processing Systems annual meeting (better known as NeurIPS](/blog/clarifai-at-neurips-2018)) is widely regarded as the [world's most important AI](/blog/what-is-artificial-intel... (515 words) - [Clarifai Release 6.10 Features New Model Operators | Clarifai Blog](/content/blog/clarifai-release-6-10.html): We're excited to announce version 6.10 of the [Clarifai](/) platform. We are releasing a new Swift client so that you can now easily integrate [Clarifai services on iOS devices](/blog/introducing-c... (290 words) - [gRPC vs HTTPS+JSON with the Clarifai API | Clarifai Blog](/content/blog/http-vs-grpc-choose-your-favorite-interface/index.html): [Clarifai gRPC](/blog/muxing-together-grpc-and-http-traffic-with-grpc-gateway) is built to deliver lightweight microservices. This is one of the keys to Clarifai Amada’s ability to load and balance... (584 words) - [What is content moderation, and why is AI the answer? | Clarifai Blog](/content/blog/what-is-content-moderation-ai/index.html): There's an astounding 2.5 quintillion bytes of data uploaded to the Internet every day. Even though your company only produces a tiny fraction of this total, it is easy to get overwhelmed with mana... (1,272 words) - [# What Is an LPU? How Language Processing Units Outperform GPUs for Inference | Clarifai Blog](/content/blog/what-is-lpu/index.html): The AI hardware landscape is shifting rapidly. Five years ago, GPUs dominated every conversation about AI acceleration. Today, agentic AI, real‑time chatbots and massively scaled reasoning systems ... (4,849 words) - [Clarifai Release 7.5 | Clarifai Blog](/content/blog/clarifai-release-7-5.html): Today we are proud to pull back the curtain on one of our most important releases yet. [Clarifai](/) Release 7.5 introduces sophisticated new [segmentation models, classification models](/blog/clas... (525 words) - [Clarifai Release 6.11 | Clarifai Blog](/content/blog/clarifai-release-6-11.html): Clarifai Release 6.11 introduces powerful new models, enterprise access controls and tools for communicating with your labeling teams. (249 words) - [The Future of Content: How Multimodal Moderation is Changing the Game | Clarifai Blog](/content/blog/the-future-of-content-how-multimodal-moderation-is-changing-the-game.html): Content moderation is an essential aspect of many online platforms, from social media to e-commerce sites. However, as the volume and variety of user-generated content continues to grow, traditiona... (1,624 words) - [Application error: a client-side exception has occurred](/content/company/cookie-policy/index.html) (30 words) - [Clarifai Release 7.1 | Clarifai Blog](/content/blog/clarifai-release-7-1.html): 2021 is off to a strong start here at Clarifai. Our global team of designers, researchers and engineers is proud to introduce Clarifai Release 7.1. Our latest release includes major improvements an... (329 words) - [Neural Style Transfer Survey of Machine Learning Architectures | Clarifai Blog](/content/blog/neural-style-transfer-survey-of-machine-learning-architectures.html): In computer vision, neural style transfer (NST) is a captivating technology that generates an image by imprinting the unique stylistic of one image onto the content of another image (Elgendy, 2020)... (1,378 words) - [Clarifai Welcomes Jacqueline Tame, former Acting Deputy Director of the DoD’s JAIC | Clarifai Blog](/content/blog/welcomes-jacqueline-tame-to-public-sector-advisory-team.html): Today, [Clarifai](/) announced that Jacqueline Tame, the former Acting Deputy Director of the DoD’s Joint [Artificial Intelligence](/blog/what-is-artificial-intelligence)Center (JAIC), has joined t... (411 words) - [5 No-code Ideas to Leverage AI using Clarifai and Zapier | Clarifai Blog](/content/blog/5-no-code-ideas-to-leverage-ai-using-clarifai-and-zapier.html): Writing integration code is certainly a great way to harness the full power of the Clarifai platform, however, you will be surprised how much you can do without code! Connecting tools that you alre... (1,154 words) - [# NVIDIA B200 Guide: Use Cases, Best Models and Clarifai Integration | Clarifai Blog](/content/blog/nvidia-b200-gpu-guide/index.html): The rapid growth of large language models (LLMs), multi‑modal architectures and generative AI has created an insatiable demand for compute. **NVIDIA’s Blackwell B200 GPU** sits at the heart of this... (3,235 words) - [6 Applications in the Growing Field of Computer Vision | Clarifai Blog](/content/blog/6-applications-in-the-growing-field-of-computer-vision.html): As technology progresses, computers are getting more and more useful, and they are getting better at interacting with the world in a way that is more, well, human. With the latest advancements in c... (1,117 words) - [Clarifai Release 7.2 | Clarifai Blog](/content/blog/clarifai-release-7-2.html): Clarifai Release 7.2 includes powerful new deep training templates that have been designed to supercharge your model building efforts. Plus we have rolled out a new and improved polygon labeling in... (319 words) - [# How OpenClaw Turns GPT or Claude into an AI Employee | Clarifai Blog](/content/blog/how-openclaw-turns-gpt-or-claude-into-an-ai-employee.html): The emergence of **autonomous AI agents** has dramatically shifted the conversation from *chatbots* to *AI employees*. Where chatbots answer questions, **AI employees execute tasks**, persist over ... (4,021 words) - [Top 5 AI Models for the Enterprise | Clarifai Blog](/content/blog/top-5-ai-models-for-the-enterprise/index.html): AI is helping businesses of all kinds to increase revenue, reduce costs and reduce risk. AI solutions currently power critical business processes in media and entertainment, retail and e-commerce, ... (1,009 words) - [Clarifai Release 7.7 | Clarifai Blog](/content/blog/clarifai-release-7-7.html): We're on a mission to deliver "The World's AI." [Clarifai](/) Release 7.7 introduces advanced new tools for data training [datasets](/blog/cleaning-up-data-what-is-a-data-centric-approach-to-ai), [... (440 words) - [# Serverless vs Dedicated GPU for Steady Traffic: Deciding What’s Best for Your AI Workloads | Clarifai Blog](/content/blog/serverless-vs-dedicated-gpu/index.html): **What’s the fastest way to choose between serverless and dedicated GPUs?******The choice comes down to **your traffic pattern**, **latency tolerance**, **budget**, and **regulatory requirements**.... (3,831 words) - [Clarifai Release 7.6 | Clarifai Blog](/content/blog/clarifai-release-7-6.html): Welcome to the Release 7.6 of the Clarifai Platform. Clarifai is on a mission to help our customers turn unstructured data into knowledge, and we're building tools that'll help you [implement usef... (445 words) - [Finding What You Need: A Comprehensive Guide to Vector Search | Clarifai Blog](/content/blog/finding-what-you-need-a-comprehensive-guide-to-vector-search.html): How often have you looked for something, but you're not sure what it’s called? You may know what it does or have a description. But without the keywords, you're left searching. That's where vector ... (1,393 words) - [Why GPU Costs Explode as AI Products Scale | Clarifai Blog](/content/blog/gpu-cost-while-scaling/index.html): **Why do GPU costs surge when scaling AI products?** As AI models grow in size and complexity, their compute and memory needs expand super‑linearly. A constrained supply of GPUs—dominated by a few ... (3,335 words) - [Switching Inference Providers Safely (Zero Downtime) | Clarifai Blog](/content/blog/switching-inference-providers-without-downtime/index.html): In 2026, enterprises are no longer experimenting with large language models – they are deploying AI at the heart of products and workflows. Yet every day brings a headline about an API outage, an u... (4,283 words) - [How to Choose the Right Open-Source LLM for Production | Clarifai Blog](/content/blog/how-to-choose-the-right-open-source-llm-for-production.html): Open-source LLMs and multimodal models are released at a steady pace. Many report strong results across benchmarks for reasoning, coding, and document understanding. (3,183 words) - [NVIDIA RTX 6000 Ada Pro GPU Guide: Use Cases, Benchmarks & Buying Tips | Clarifai Blog](/content/blog/nvidia-rtx-6000-pro-gpu/index.html): In a world where **generative AI**, **real‑time rendering**, and **edge computing** are redefining industries, the choice of GPU can make or break a project’s success. NVIDIA’s RTX 6000 Ada Generat... (3,454 words) - [5 Ways to Make Digital Asset Management Easier With AI | Clarifai Blog](/content/blog/5-ways-to-make-dam-easier-with-ai/index.html): You need rich media to engage prospects and customers, and the good news is the global supply of digital content continues to grow. By some estimates, there are [1.72 trillion photos](https://photu... (993 words) - [GPU Shortages in 2026: Why the Compute Crunch Signals a Fundamental Shift in How AI Is Built | Clarifai Blog](/content/blog/gpu-shortages-2026/index.html): **Question – What is driving the 2026 GPU shortage and how is it reshaping AI development?****** **Answer:** The current **compute crunch** is a product of **explosive demand from AI workloads**, *... (4,525 words) - [What is Intelligence, Surveillance, and Reconnaissance (ISR)? | Clarifai Blog](/content/blog/what-is-intelligence-surveillance-and-reconnaissance-isr-and-why-is-ai-critical-to-military-advantage.html): The great power competition has returned, with Russia and China simultaneously advancing warfighting capabilities with increased lethality, range, and speed. The potential for lost military advanta... (932 words) - [Clarifai Release 7.10 | Clarifai Blog](/content/blog/clarifai-release-7-10.html): We’ve got some special news we wanted to share with you today: we’re excited to announce Release 7.10 of the Clarifai platform, including the initial release of Clarifai Community. We think that Cl... (397 words) - [To Software 2.0 and Beyond: Celebrating Our Series C Funding | Clarifai Blog](/content/blog/clarifai-celebrates-series-c-funding/index.html): I founded Clarifai in 2013 after finishing my Ph.D. and then working at Google one summer. I had always wanted to start a business and felt beyond motivated to help others solve[real-world problems... (537 words) - [Clarifai 11.9: Introducing Clarifai Reasoning Engine Optimized for Agentic AI Inference | Clarifai Blog](/content/blog/clarifai-11-9-introducing-clarifai-reasoning-engine-optimized-for-agentic-ai-inference.html): This blog post focuses on new features and improvements. For a comprehensive list, including bug fixes, please see the [release notes.](https://docs.clarifai.com/product-updates/changelog/release119/) (1,132 words) - [# The Best Small Models for Cost‑Efficient APIs: A 2026 Guide with Clarifai Insights | Clarifai Blog](/content/blog/top-cost-efficient-small-models/index.html): API builders have seen an explosion of model choices. Gigantic language models once dominated, but the past two years have seen a surge of **small language models (SLMs)**—systems with tens of mill... (3,873 words) - [Answering Questions on Your PDF's data with LLMs | Clarifai Blog](/content/blog/answering-questions-on-your-pdfs-data-with-llms/index.html): Large language models have emerged as powerful tools capable of generating human-like text and answering a wide range of questions. These models, such as GPT-4, LLaMA, and PaLM, have been trained o... (1,004 words) - [Clarifai Release 7.8 | Clarifai Blog](/content/blog/clarifai-release-7-8.html): Clarifai is making the world's AI accessible to businesses and organizations that have never worked with AI before. We provide a complete suite of tools, and enable our customers to label train and... (276 words) - [Python SDK Notebook Examples | Clarifai Docs](/content/docs/resources/sdk-examples/index.html): Learn how to use the Clarifai SDKs (427 words) - [Common Frameworks for Content Moderation | Clarifai Blog](/content/blog/meeting-the-challenge-of-global-content-moderation/index.html): Digital media is an essential source of content, communications, and commerce in the modern world, but harmful content has traumatized users, incited violent acts, and negatively impacted already m... (815 words) - [# Vibe Coding Explained: Platforms, Prompts, and Best Practices | Clarifai Blog](/content/blog/vibe-coding-explained/index.html): Vibe coding is one of the most talked‑about trends in software development. **What started as a futuristic experiment is now shaping how teams build software**, promising speed and accessibility wh... (3,768 words) - [Push | Clarifai Docs](/content/docs/create/agent-system-operators/push/index.html): Learn about our push operators (1,096 words) - [Clarifai Release 8.5 | Clarifai Blog](/content/blog/clarifai-release-8-5.html): You can now publish workflows on Clarifai Community. Workflows make it easy to connect models of different kinds so that you can perform complex operations on your data and build solutions that tar... (527 words) - [# What Is OpenClaw and Why Developers Are Obsessed | Clarifai Blog](/content/blog/what-is-openclaw/index.html): Developer tools rarely cause as much excitement—and fear—as **OpenClaw**. Launched in November 2025 and renamed twice before settling on its crustacean‑inspired moniker, it swiftly became the most‑... (3,510 words) - [Local Runners | Clarifai Docs](/content/docs/compute/local-runners/index.html): Run and test models locally, while exposing them publicly through Clarifai’s enterprise‑grade API (1,613 words) - [LLM Model Architecture: How Modern AI Models Work and What Comes Next | Clarifai Blog](/content/blog/llm-model-architecture/index.html): Large language models (LLMs) have evolved from simple statistical language predictors into intricate systems capable of reasoning, synthesizing information and even interacting with external tools.... (3,776 words) - [Building AI Agents with Agno and GPT-OSS 120B | Clarifai Blog](/content/blog/building-ai-agents-with-agno-and-gpt-oss-120b/index.html): Modern AI applications increasingly rely on **intelligent agents** that do more than chat; they reason, search, and collaborate. By using **Agno**, a lightweight framework, and **Clarifai’s GPT-OSS... (663 words) - [# Clarifai vs Other Inference Providers: Groq, Fireworks, Together AI | Clarifai Blog](/content/blog/clarifai-vs-other-inference-providers/index.html): The AI landscape of **2026** is defined less by model training and more by how effectively we serve those models. The industry has learned that inference—the act of deploying a pre‑trained model—is... (2,956 words) - [Run Hugging Face Models Locally on your Machine | Clarifai Blog](/content/blog/run-hugging-face-models-locally-on-your-machine/index.html): Most AI development begins locally. You experiment with model architectures, fine-tune them on small datasets, and iterate until the results look promising. But when it’s time to test the model in ... (1,202 words) - [Top GPU Cloud Platforms | Clarifai Blog](/content/blog/top-gpu-cloud-platforms/index.html): GPU compute is the fuel of the generative AI era, powering **large language models**, **diffusion models**, and high‑performance computing applications. With demand growing exponentially, hundreds ... (841 words) - [How to Integrate Clarifai AI and Snowflake | Clarifai Blog](/content/blog/calling-ai-models-using-snowflake-external-functions.html): This tutorial shows you how to integrate Clarifai with Snowflake. Clarifai can automatically recognize, classify and label unstructured data streams in the form of images, video, text, and audio. Y... (63 words) - [## Introduction | Clarifai Blog](/content/blog/run-lm-studio-models-locally/index.html): [LM Studio](https://lmstudio.ai/) makes it incredibly easy to run and experiment with open-source large language models (LLMs) entirely on your local machine, with no internet connection or cloud d... (1,080 words) - [DeepEval | Clarifai Docs](/content/docs/integrations/deepeval/index.html): Evaluate your LLM applications using DeepEval and Clarifai (682 words) - [Quick Start With API | Clarifai Docs](/content/docs/getting-started/quickstart/index.html): Start quickly with Clarifai API in a few simple steps (2,559 words) - [# Model Serving Frameworks Compared: Triton vs vLLM vs TGI | Clarifai Blog](/content/blog/model-serving-framework/index.html): The large‑language‑model (LLM) boom has shifted the bottleneck from training to **efficient inference**. By 2026, companies are running chatbots, code assistants and retrieval‑augmented search engi... (3,931 words) - [Introduction to Clarifai | Clarifai Blog](/content/blog/introduction-to-clarifai/index.html): Welcome to [Clarifai!](/) Glad to see you on this AI journey with us. In this simple blog, let us take the first step towards learning about us and how Clarifai can help you ace the AI game! (252 words) - [AI in Robotics: Transformative Benefits & Real‑World Applications | Clarifai Blog](/content/blog/ai-in-robotics/index.html): Artificial intelligence (AI) and robotics have converged to produce machines that **sense, learn and adapt**. For decades robots were **pre‑programmed mechanical arms** performing repetitive tasks;... (2,022 words) - [Run vLLM Models Locally with a Secure Public API | Clarifai Blog](/content/blog/run-vllm-models-locally-with-a-secure-public-api/index.html): [vLLM](https://github.com/vllm-project/vllm) is a high-throughput, open-source inference and serving engine for large language models (LLMs). It provides fast, memory-efficient inference using GPU ... (637 words) - [Top LLMs and AI Trends in 2026: Trends, Models and Industry Impact | Clarifai Blog](/content/blog/llms-and-ai-trends/index.html): Artificial intelligence (AI) is no longer a sci‑fi fantasy—it’s a **foundational technology reshaping every sector**. As we approach 2026, large language models (LLMs) are evolving rapidly with **l... (771 words) - [Troubleshooting | Clarifai Docs](/content/docs/resources/troubleshooting/index.html): Common issues and solutions (998 words) - [ | Clarifai Blog](/content/blog/top-10-open-source-reasoning-models-in-2026/index.html): AI in 2026 is shifting from raw text generators to **agents that act and reason**. Experts predict a focus on sustained reasoning**and multi-step planning in AI agents. In practice, this means LLMs... (1,550 words) - [Cheapest Cloud GPUs: A Comprehensive Guide | Clarifai Blog](/content/blog/cheapest-cloud-gpus/index.html): The recent surge in demand for generative AI and large language models has pushed GPU prices sky‑high. Many small teams and startups were priced out of mainstream cloud providers, triggering an exp... (3,034 words) - [What Is Kimi K2.5? Architecture, Benchmarks & Implications for AI Infra Teams | Clarifai Blog](/content/blog/what-is-kimi-k2-5-architecture-benchmarks-ai-infra-guide.html): Open‑weight models are rapidly narrowing the gap with closed commercial systems. **As of early 2026**, Moonshot AI’s **Kimi K2.5** is the flagship of this trend: a **one‑trillion parameter Mixture‑... (2,725 words) - [# A Deep Dive Into Using the GLM-4.6 API | Clarifai Blog](/content/blog/run-glm-4-6-with-an-api.html): Zhipu AI released GLM-4.6, the newest model in its General Language Model (GLM) series. Unlike many proprietary frontier systems, the GLM family remains open-weight and is licensed under permissive... (1,137 words) - [Clarifai Platform Overview | Clarifai Docs](/content/docs/resources/platform/index.html): Your platform for the entire AI lifecycle (807 words) - [DSPy-Clarifai Integration | Clarifai Docs](/content/docs/integrations/dspy/index.html): Learn about integrating Clarifai With DSPy (364 words) - [# AI Tools in 2025: A Guide to the Top Platforms, Trends and Responsible Use | Clarifai Blog](/content/blog/top-ai-platforms/index.html): Artificial intelligence is no longer a futuristic dream—it is a **foundational technology** underpinning businesses, research and creative work. In 2025, organisations are doubling down on AI becau... (10,765 words) - [# Kimi K2 vs Qwen 3 vs GLM 4.5 – The Ultimate 2025 Model Comparison for AI Builders | Clarifai Blog](/content/blog/kimi-k2-vs-qwen-3-vs-glm-4-5.html): **Answer:** These three Chinese‑built large language models all leverage **Mixture‑of‑Experts architectures**, but they target different strengths. **Kimi K2** focuses on **coding excellence** and ... (960 words) - [Clarifai 11.10: Deploy Models Faster with Single Click | Clarifai Blog](/content/blog/clarifai-11-10-seamless-model-deployment-with-single-click.html): This blog post focuses on new features and improvements. For a comprehensive list, including bug fixes, please see the [release notes.](https://docs.clarifai.com/product-updates/changelog/release11... (760 words) - [Integrating Unstructred.io with Clarifai | Clarifai Docs](/content/docs/integrations/unstructured/index.html): Learn how to use Unstructured along with Clarifai SDKs* (214 words) - [What Is Cloud Scalability? Definition, Types, Benefits & AI-Era Strategies | Clarifai Blog](/content/blog/cloud-scalability/index.html): **Quick Summary – What is cloud scalability and why is it crucial today?****** **Answer:** *Cloud scalability* refers to the capability of a cloud environment to **expand or reduce computing, stora... (1,986 words) - [# Flash Attention 2: Reducing GPU Memory and Accelerating Transformers | Clarifai Blog](/content/blog/flash-attention-2/index.html): The transformer revolution is now deep into its long‑context era. **Models like GPT‑4 (32 k tokens), MosaicML’s MPT (65 k), and Claude (100 k)** can process entire chapters or codebases. Yet as con... (2,481 words) - [Vercel vs Netlify: Which Frontend Platform Should You Choose? | Clarifai Blog](/content/blog/vercel-vs-netlify/index.html): **What makes Vercel and Netlify central to web development in 2026?** (3,316 words) - [Integrating Clarifai With Databricks | Clarifai Docs](/content/docs/integrations/databricks/index.html): Improve your data processing and analytics capabilities (319 words) - [Additional Tips | Clarifai Docs](/content/docs/resources/tips/index.html): Enhance your implementation with Clarifai (383 words) - [Third-Party Integrations | Clarifai Docs](/content/docs/integrations/index.html): Integrate Clarifai with popular third-party tools and frameworks (399 words) - [Upcoming Platform Changes | Clarifai Docs](/content/docs/product-updates/upcoming-api-changes/index.html): Learn about scheduled changes to the Clarifai platform (331 words) - [Dataset Annotation Filters | Clarifai Docs](/content/docs/create/datasets/filters/index.html): Use filter and search functionality over your datasets (303 words) - [Account and Billing | Clarifai Docs](/content/docs/control/account-billing/index.html): View and manage your personal account and billing settings (1,037 words) - [Integrating Clarifai With LlamaIndex | Clarifai Docs](/content/docs/integrations/llamaindex/index.html): Learn about integrating Clarifai With LlamaIndex (256 words) - [Create and Manage Your Inputs | Clarifai Docs](/content/docs/create/inputs/index.html): Manage your inputs and training data on the Community Platform (1,221 words) - [How to Use Kimi K2 API via Clarifai: complete guide for developers | Clarifai Blog](/content/blog/kimi-k2-api/index.html): Have you ever wanted to work with a trillion-parameter language model but hesitated because of infrastructure complexity, unclear deployment options, or unpredictable costs? You are not alone. As l... (1,473 words) - [Top 10 Hybrid Cloud Providers | Clarifai Blog](/content/blog/top-hybrid-cloud-providers/index.html): Hybrid cloud has evolved from a tactical workaround to a strategic foundation. Enterprises increasingly blend private infrastructure with public cloud services to balance control, compliance and ag... (1,999 words) - [Integrating Clarifai With LangChain | Clarifai Docs](/content/docs/integrations/langchain/index.html): Learn about integrating Clarifai With LangChain (248 words) - [Pipelines | Clarifai Docs](/content/docs/compute/pipelines/index.html): Orchestrate asynchronous, long-running, multi-step AI processes (990 words) - [Deploy Your First Model via CLI | Clarifai Docs](/content/docs/getting-started/upload-model/index.html): Deploy your first model to Clarifai cloud compute using the CLI (1,205 words) - [Clarifai 12.1: Building Production-Ready Agentic AI at Scale | Clarifai Blog](/content/blog/clarifai-12-1-building-production-ready-agentic-ai-at-scale.html): This blog post focuses on new features and improvements. For a comprehensive list, including bug fixes, please see the [release notes.](https://docs.clarifai.com/product-updates/changelog/release121) (2,257 words) - [Integrating Clarifai With Embedchain | Clarifai Docs](/content/docs/integrations/embedchain/index.html): Learn how to use Clarifai models in Embedchain (107 words) - [Clarifai Organizations | Clarifai Docs](/content/docs/control/clarifai-organizations/index.html): Consolidate multiple accounts and enhance collaboration (864 words) - [Data Privacy and Security | Clarifai Docs](/content/docs/resources/privacy-security/index.html): Learn how we secure and handle your data (262 words) - [NVIDIA H100 vs. GH200: Choosing the Right GPU for Your AI Workloads | Clarifai Blog](/content/blog/nvidia-h100-vs-gh200-choosing-the-right-gpu-for-your-ai-workloads.html): AI and High-Performance Computing (HPC) workloads are becoming increasingly demanding, driven by larger models, higher throughput requirements, and more complex data pipelines. As a result, hardwar... (1,813 words) - [Clarifai 12.2: Three-Command CLI Workflow for Model Deployment | Clarifai Blog](/content/blog/clarifai-12-2-three-command-cli-workflow-for-model-deployment.html): *This blog post focuses on new features and improvements. For a comprehensive list, including bug fixes, please see the release notes.* (1,882 words) - [Complementary Topics | Clarifai Docs](/content/docs/resources/complementary-topics/index.html): Learn about advanced capabilities in our platform (92 words) - [Clarifai API Overview | Clarifai Docs](/content/docs/resources/api-overview/index.html): The Clarifai API helps you incorporate powerful AI technology in your application (269 words) - [Clarifai 12.0: Introducing Pipelines for Long-Running AI Workflows | Clarifai Blog](/content/blog/clarifai-12-0-introducing-pipelines-for-long-running-ai-workflows.html): This blog post focuses on new features and improvements. For a comprehensive list, including bug fixes, please see the [release notes.](https://docs.clarifai.com/product-updates/changelog/release120) (1,699 words) - [Compute Orchestration | Clarifai Docs](/content/docs/compute/overview/index.html): Orchestrate your AI workloads better, avoid vendor lock-in, and use compute spend efficiently (1,268 words) - [Clarifai 11.11: Trinity Mini – A New U.S.-Built Open-Weight Reasoning Model | Clarifai Blog](/content/blog/clarifai-11-11-trinity-mini-a-new-u-s-built-open-weight-reasoning-model.html): This blog post focuses on new features and improvements. For a comprehensive list, including bug fixes, please see the [release notes.](https://docs.clarifai.com/product-updates/changelog/release11... (796 words) - [Agent System Operators | Clarifai Docs](/content/docs/create/agent-system-operators/index.html): Learn about our agent system operators (129 words) - [Artifacts | Clarifai Docs](/content/docs/create/artifacts/index.html): Programmatically manage binary and file-based assets (336 words) - [Workflows | Clarifai Docs](/content/docs/create/workflows/index.html): Combine multiple models and perform complex operations with workflows (163 words) - [Access Trinity Mini with an API | Clarifai Blog](/content/blog/access-trinity-mini-with-an-api/index.html): **How to Access Arcee Trinity Mini via API** (1,444 words) - [Vector Search | Clarifai Docs](/content/docs/create/search/index.html): Leverage vector search capabilities to find similar items in a dataset (504 words) - [A Simpler, More Predictable Way to Pay: Pay-As-You-Go Credits | Clarifai Blog](/content/blog/introducing-pay-as-you-go-credits/index.html): Building AI is hard enough. Paying for the compute to run it shouldn’t be. (828 words) - [API References | Clarifai Docs](/content/docs/resources/api-references/index.html): Learn about our API references (47 words) - [Control Center | Clarifai Docs](/content/docs/control/control-center/index.html): A unified interface for centralized visibility into your platform usage (388 words) - [MCP Architecture Explained for Infra Teams: A 2026 Guide | Clarifai Blog](/content/blog/mcp-architecture-explained/index.html): In 2026 AI is no longer a lab novelty; companies deploy models to automate customer service, document analysis and coding. Yet connecting models to tools and data remains messy. The Model Context P... (1,826 words) - [General AI Glossary | Clarifai Docs](/content/docs/resources/glossary/index.html): A Glossary of General AI Terms for Using the Clarifai Platform Effectively (11,842 words) - [Labeling | Clarifai Docs](/content/docs/create/labeling/index.html): Assign relevant tags or keywords to inputs (184 words) - [Datasets | Clarifai Docs](/content/docs/create/datasets/index.html): Manage the datasets for training, testing, and evaluating your models (170 words) - [Create and Manage Concepts | Clarifai Docs](/content/docs/create/concepts/index.html): Manage your inputs and training data on the Community Platform (159 words) - [Quick Start With Playground | Clarifai Docs](/content/docs/getting-started/playground/index.html): Start running inferences in just a few simple steps (884 words) - [How to Access Ministral 3 models with an API | Clarifai Blog](/content/blog/how-to-access-ministral-3-models-with-an-api/index.html): How to Access Ministral 3 via API (1,047 words) - [# DPO vs PPO for LLMs: A Practical Guide to Alignment | Clarifai Blog](/content/blog/dpo-vs-ppo/index.html): Large Language Models (LLMs) like ChatGPT, Gemini and Qwen are powerful generative engines, yet they need careful **alignment** to reliably follow human intent. Two prominent post‑training techniqu... (1,132 words) - [Authentication | Clarifai Docs](/content/docs/control/authentication/index.html): Secure, compliant AI. (209 words) - [Toolkits | Clarifai Docs](/content/docs/compute/toolkits/index.html): Download and run AI models locally with Clarifai toolkits (203 words) - [Agents | Clarifai Docs](/content/docs/compute/agents/index.html): Build powerful AI agents with Clarifai (276 words) - [Model Inference | Clarifai Docs](/content/docs/compute/inference/index.html): Perform predictions with models (540 words) - [Deploy Your First Model via UI | Clarifai Docs](/content/docs/getting-started/first-deployment/index.html): Set up your computing infrastructure easily and fast for inference (415 words) - [# Run Gemma 4 Locally: Deploy Google's Latest Open Model with Public API Access | Clarifai Blog](/content/blog/run-gemma-4-locally-deploy-frontier-ai-on-your-hardware-with-public-api-access.html): When you want to run frontier models locally, you hit the same constraints repeatedly. (1,411 words) - [How to Deploy MCP Servers as an API Endpoint | Clarifai Blog](/content/blog/how-to-deploy-mcp-servers-as-an-api-endpoint/index.html): MCP servers connect LLMs to external tools and data sources through a standardized protocol. Public MCP servers provide capabilities such as web search, GitHub access, database queries, and browser... (1,131 words) - [Deployments | Clarifai Docs](/content/docs/compute/deployments/index.html): Orchestrate your AI workloads better, avoid vendor lock-in, and use compute spend efficiently (199 words) - [Clarifai 12.3: Introducing KV Cache-Aware Routing | Clarifai Blog](/content/blog/clarifai-12-3-introducing-kv-cache-aware-routing.html): *This blog post focuses on new features and improvements. For a comprehensive list, including bug fixes, please see the release notes.* (1,404 words) - [Fine-Tune Your First LLM | Clarifai Docs](/content/docs/getting-started/fine-tune-your-first-llm/index.html): Fine-tune an LLM with LoRA in three commands using a pipeline template (230 words) - [Build and Upload Models | Clarifai Docs](/content/docs/compute/upload/index.html): Build and import models, including from external sources like Hugging Face (6,357 words) - [reasoning-engine app | Clarifai - The World's AI](/content/products/reasoning-engine/index.html) (9 words) - [NVIDIA Nemotron 3 Nano Omni on Clarifai Reasoning Engine: Zero Day Support at 400 Tokens Per Second | Clarifai Blog](/content/blog/nvidia-nemotron-3-nano-omni-on-clarifai-reasoning-engine-zero-day-support-at-400-tokens-per-second.html): We’re excited to announce day-0 support for NVIDIA Nemotron 3 Nano Omni on Clarifai. Available now on [Clarifai Reasoning Engine](https://clarifai.com/nvidia/chat-completion/models/nemotron-nano-v3... (757 words) - [Clarifai Reasoning Engine Achieves 414 Tokens Per Second on Kimi K2.5 | Clarifai Blog](/content/blog/clarifai-reasoning-engine-achieves-414-tokens-per-second-on-kimi-k2-5.html): Using custom CUDA kernels and speculative decoding optimized for reasoning workloads, we achieved 414 tokens per second throughput on Kimi K2.5 running on Nvidia B200 GPUs, making us one of the fir... (441 words) - [Clarifai - The World's AI](/content/foodvista/datasets/index.html) (34 words) - [Clarifai - The World's AI](/content/foodvista/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/minimaxai/workflows/index.html) (37 words) - [Clarifai - The World's AI](/content/foodvista/models/index.html) (34 words) - [Explore state-of-the-art AI models](/content/explore/apps/index.html): Jumpstart your AI solutions with pre-built models from Clarifai, leading AI providers and community contributors. (47 words) - [Clarifai - The World's AI](/content/minimaxai/models/index.html) (34 words) - [Explore public datasets to train, test and validate your models](/content/explore/datasets/index.html): This list of public Datasets in the Clarifai community will help you train your models and to guarantee that the AI models work appropriately. (62 words) - [Clarifai - The World's AI](/content/minimaxai/datasets/index.html) (34 words) - [Combine AI components to build workflows](/content/explore/workflows/index.html): Create robust AI solutions by applying multiple models in a single flow. (18 words) - [What is Transfer Learning? | Clarifai Blog](/content/blog/what-is-transfer-learning/index.html): Transfer learning has been influencing the AI and ML (machine learning) landscape for decades. (5,906 words) - [What Is Edge Computing in AI? | Clarifai Blog](/content/blog/what-is-edge-computing-in-ai/index.html): Back in 2017, Apple announced the iPhone X with its **A11 Bionic** chip—a system‑on‑a‑chip (SoC) containing a dedicated “neural engine” for face and speech recognition. Since then, every iPhone inc... (4,794 words) - [Clarifai Terms of Service | Clarifai](/content/company/terms/index.html): Read Clarifai's Terms of Service. Learn about your rights and responsibilities when using our AI platform and services. (7,832 words) - [textembedding-gecko model | Clarifai - The World's AI](/content/gcp/embeddings/models/textembedding-gecko/index.html) (9 words) - [Clarifai 9.7: Fine-tune LLMs | Clarifai Blog](/content/blog/clarifai-release-9-7.html): - SDH is now enabled for all users. This is a **critical, breaking change**. If you are an API user, follow the [guide here](https://docs.clarifai.com/product-updates/upcoming-api-changes/secure-da... (2,350 words) - [Clarifai 9.5: Now with the leading LLMs, open source & 3rd party | Clarifai Blog](/content/blog/clarifai-release-9-5.html): - We've wrapped several LLM models from various vendors into our platform. You can use them to perform a wide range of tasks, including text summarization, text generation, text embedding, text lan... (2,822 words) - [How AI can assist with Predictive Pricing in Retail | Clarifai Blog](/content/blog/how-ai-can-assist-with-predictive-pricing-in-retail.html): Predictive pricing is a pricing strategy that uses artificial intelligence (AI) to optimize product pricing based on market demand and competition. It involves using data analytics and machine lear... (2,067 words) - [dolly-v2-12b model | Clarifai - The World's AI](/content/databricks/dolly-v2/models/dolly-v2-12b/index.html) (9 words) - [Clarifai Data Privacy Policy | Clarifai](/content/company/privacy-policy/index.html): Clarifai's Privacy Policy describes how we collect, use and share your Personal Data when you use our AI platform and services. (6,542 words) - [Clarifai 9.9: Score! AI with the Assist | Clarifai Blog](/content/blog/clarifai-release-9-9.html): - Compared with existing [Smart Search](https://docs.clarifai.com/portal-guide/psearch/?__hstc=26175983.9ccf8f63650fcfc25bd981b8c7609732.1691070972331.1697463280972.1697467579627.82&__hssc=26175983... (2,340 words) - [Clarifai 9.8: Hot! New Talking Models | Clarifai Blog](/content/blog/clarifai-release-9-8.html): - We released the first open source version (for developer preview) of a Python SDK designed to offer you a simple, fast, and efficient way to experience the power of Clarifai’s AI platform—all wit... (2,416 words) - [Cleaning up data: What is a "Data-Centric" Approach to AI? | Clarifai Blog](/content/blog/cleaning-up-data-what-is-a-data-centric-approach-to-ai.html): Using [AI models](/products/enlight-model-training), developers can create an astonishing array of useful real-world applications, representing the set of rules or guidelines applied to data for an... (1,073 words) - [Computer Vision APIs: Improving Digital Asset Management With CV APIs | Clarifai Blog](/content/blog/computer-vision-api-improving-digital-asset-management-with-cv-apis.html): Digital asset management (DAM) is one of the most critical business processes for organizations today. Digitized content is everywhere, [90% percent of the world’s data](https://www.domo.com/learn/... (959 words) - [Clarifai Release 8.8 | Clarifai Blog](/content/blog/clarifai-release-8-8.html): Image segmentation is the process of partitioning an image into various segments. This is an important process as it separates various objects in complex visual environments. Powerful segmentation ... (1,162 words) - [The Importance of LLaMA and Open Source Foundation Models | Clarifai Blog](/content/blog/the-importance-of-llama-and-open-source-foundation-models.html): In the rapidly evolving landscape of artificial intelligence (AI), open source foundation models are emerging as a driving force for innovation and democratization. While tech giants once held the ... (2,010 words) - [Clarifai 9.6: Modules | Clarifai Blog](/content/blog/clarifai-release-9-6.html): - The old portal is no longer publicly accessible. You can contact our support department if you still need to access the unmaintained old portal (at your own risk). (1,890 words) - [Clarifai Release 9.3 | Clarifai Blog](/content/blog/clarifai-release-9-3.html): - Introduced a new design with easy edit options. (1,712 words) - [Clarifai Release 9.0 | Clarifai Blog](/content/blog/clarifai-release-9-0.html): The HuggingFace text classification template is now available to users. You can use the pre-configured text classifier model template to train with your data and improve the accuracy of your results. (1,249 words) - [Retail Solutions: AI Solutions for Smart Shelves | Clarifai Blog](/content/blog/retail-solutions-smart-shelves/index.html): I'm old enough to remember a time when stores had little price tags stuck on all their products, and they were often the deciding factor in what people would pay for them. You'd bring the item you ... (1,014 words) - [Clarifai Release 8.2 | Clarifai Blog](/content/blog/clarifai-release-8-2.html): The Clarifai platform has now been updated to **Release 8.2**! We've added even more incredible NLP models for text processing, generation, detection, and inference. (439 words) - [How does ChatGPT work? | Clarifai Blog](/content/blog/how-does-chatgpt-work/index.html): Everywhere you turn for the past week, there are screenshots and shocked YouTubers discussing how incredible OpenAI's newly unveiled ChatGPT model is. As more and more people are turning to chatbot... (883 words) - [Linking Up: Clarifai with LangChain Integration | Clarifai Blog](/content/blog/linking-up-clarifai-with-langchain-integration/index.html): Large Language Models (LLMs) substantially gained their recognition following OpenAI's GPT-3's launch back in 2020, and since then, they have been firmly on a trajectory of popularity and technolog... (1,528 words) - [AI Solutions for Property and Casualty (P&C) Insurance | Clarifai Blog](/content/blog/ai-solutions-for-property-and-casualty-pc-insurance.html): Dave was excited - it was finally time to get his driver's license. He couldn't wait enjoy the independence that owning a car brings, from driving out to meet friends to long road trips to distant ... (772 words) - [Clarifai Release 7.11 | Clarifai Blog](/content/blog/clarifai-release-7-11.html): We're excited to announce Release 7.11 of the [Clarifai](/) platform. In case you missed it last time, Release 7.10 included the initial release of Clarifai Community, which is open to request invi... (333 words) - [Fine-Tuning GPT-Neo for Text Classification | Clarifai Blog](/content/blog/fine-tuning-gpt-neo-for-text-classification/index.html): This tutorial is based on this [video](https://www.youtube.com/watch?v=Ycl7xVA2wHk), in which we aim to guide you step-by-step in fine-tuning a text-to-text generative model for a classification ta... (787 words) - [Product Catalog Management and AI | Clarifai Blog](/content/blog/product-catalog-management-and-ai/index.html): Artificial intelligence (AI) has the potential to revolutionize the way that retail companies manage their product catalogs. Product catalog management is the process of organizing, maintaining, an... (985 words) - [Clarifai Release 8.3 | Clarifai Blog](/content/blog/clarifai-release-8-3.html): The Clarifai platform has now been updated to **Release 8.3**! We've added 3 more NLP models for financial text classification and summarization. (249 words) - [Easily Create a Variety of LLM Apps with Streamlit and Clarifai | Clarifai Blog](/content/blog/easily-create-a-variety-of-llm-apps-with-streamlit-and-clarifai.html): Author: Ian Kelk, Product Marketing Manager, Clarifai (1,341 words) - [Clarifai Release 8.0 | Clarifai Blog](/content/blog/clarifai-release-8-0.html): The Clarifai platform has now been updated to Release 8.0! We've added some incredible models for both image and video captioning, as well as handwritten optical character recognition. and added ne... (424 words) - [Clarifai Release 8.11 | Clarifai Blog](/content/blog/clarifai-release-8-11.html): You can now use the [BlazeFace face detection model](https://clarifai.com/paddlepaddle/face/models/general-image-detector-blazeface_ssh-widerface) to detect faces in images. (494 words) - [Clarifai Release 8.10 | Clarifai Blog](/content/blog/clarifai-release-8-10.html): Get measurable insights into your utilization of the Clarifai Community platform. Read more about how to use it [here.](https://docs.clarifai.com/community/usage-dashboard/) (398 words) - [Clarifai Release 8.9 | Clarifai Blog](/content/blog/clarifai-release-8-9.html): Alongside the *Overview* and *Versions* tabs, each model page now has a *Concepts* tab that lists the concepts it contains. The tab also allows you to search for concepts and sort them by ascending... (486 words) - [Generative AI and Large Language Models | Clarifai Blog](/content/blog/generative-ai-and-large-language-models/index.html): In Artificial Intelligence, [Generative AI](/products/generative-ai) is a subset that is making headlines every day. It specializes in the creation of new, original content. Whether generating real... (1,210 words) - [New Portal Public Preview | Clarifai Blog](/content/blog/new-portal-release/index.html): We are happy to announce that our fully revamped Portal UI is entering **Public Preview**. We’re inviting you to test, utilize, and provide your feedback so that we can keep improving. (481 words) - [Clarifai Release 9.2 | Clarifai Blog](/content/blog/clarifai-release-9-2.html): You can now use the SSO feature to sign up on the Clarifai platform using your Google account. (862 words) - [Image Predictions Quick Start | Clarifai Blog](/content/blog/image-predictions-quick-start/index.html): This post is a detailed walkthrough of how to perform a simple image prediction using Clarifai's python API. Everything contained here is in the accompanying Jupyter notebook hosted on Github at th... (577 words) - [Top 5 AI Trends in Retail For 2023 | Clarifai Blog](/content/blog/top-5-trends-in-retail-where-ai-can-help/index.html): Artificial intelligence (AI) is having a major impact on the retail industry. AI technology is being used to improve many aspects of retail shopping, from product recommendation engines to personal... (613 words) - [Pagination | Clarifai Docs](/content/docs/resources/api-overview/pagination/index.html): Learn how to paginate your GET or POST requests (872 words) - [Using AI To Create Applications - Downloading Images Easily | Clarifai Blog](/content/blog/using-ai-to-create-applications-downloading-images-easily.html): Artificial Intelligence (AI) has become an integral part of many industries, and the use of AI to create applications has seen a drastic rise in recent times. But what if you don't know how to go a... (528 words) - [How to Make AI Count Your Calories: A Working Prototype in 5 Minutes | Clarifai Blog](/content/blog/ai-calorie-counter-diy/index.html): Whether you ate too much this Thanksgiving holiday, or just want to be more careful about what you eat in general, I'm here to show you a [**Clarifai visual recognition app**](/blog/search-images-o... (1,076 words) - [Using the evaluations module to improve model performance | Clarifai Blog](/content/blog/using-the-evaluations-module-to-improve-model-performance.html): Navigating the intricate world of machine learning is no small feat, and measuring model performance is undoubtedly one of the most crucial aspects. As we embark on this journey together through th... (1,855 words) - [5 Types of Content Moderation and How to Scale Using AI | Clarifai Blog](/content/blog/5-types-of-content-moderation-and-how-ai-is-helping.html): User generated content (UGC) is not just found on social media sites anymore. More and more companies in different industries are using user generated content to drive revenue and build brand thoug... (1,346 words) - [Image Search | Clarifai Docs](/content/docs/portal-guide/psearch/visual-search/index.html): Use vector search to sort, rank, and retrieve images (788 words) - [Clarifai 10.3: Template Wizardry: Build Apps with a Click | Clarifai Blog](/content/blog/clarifai-10-3-template-wizardry-craft-apps-with-a-click.html): This blog post focuses on new features and improvements. For a comprehensive list, including bug fixes, please see the [release notes.](https://docs.clarifai.com/product-updates/changelog/release103) (1,370 words) - [Inference via UI | Clarifai Docs](/content/docs/portal-guide/ppredict/index.html): Generate model or workflow predictions on the UI (1,166 words) - [Clarifai API Conventions | Clarifai Blog](/content/blog/clarifai-api-conventions/index.html): The goal for this post in our series on designing the Clarifai API is to cover some of the conventions that we instituted when designing [v2 of our API](https://docs.clarifai.com/api-guide/api-over... (1,502 words) - [Release 11.7 | Clarifai Docs](/content/docs/product-updates/changelog/release117/index.html): Changelog for Clarifai Release 11.7 (925 words) - [Models from stable-diffusion-2 | Clarifai - The World's AI](/content/stability-ai/stable-diffusion-2/models/index.html) (65 words) - [gemini-pro-vision model | Clarifai - The World's AI](/content/gcp/generate/models/gemini-pro-vision/index.html) (28 words) - [Changelog | Clarifai Docs](/content/docs/product-updates/changelog/index.html) (646 words) - [deciLM-7B-instruct model | Clarifai - The World's AI](/content/deci/decilm/models/decilm-7b-instruct/index.html) (13 words) - [deepseek-coder-33b-instruct model | Clarifai - The World's AI](/content/deepseek-ai/code-generation/models/deepseek-coder-33b-instruct/index.html) (13 words) - [moderation-all-resnext-2 model | Clarifai - The World's AI](/content/datastrategy/main-image-moderation/models/moderation-all-resnext-2/index.html) (27 words) - [qwen1_5-72B-chat model | Clarifai - The World's AI](/content/qwen/qwenlm/models/qwen1_5-72b-chat/index.html) (20 words) - [gemma-7b-it model | Clarifai - The World's AI](/content/gcp/generate/models/gemma-7b-it/index.html) (21 words) - [gemma-2b-it model | Clarifai - The World's AI](/content/gcp/generate/models/gemma-2b-it/index.html) (15 words) - [claude-3-sonnet model | Clarifai - The World's AI](/content/anthropic/completion/models/claude-3-sonnet/index.html) (13 words) - [Release 10.2 | Clarifai Docs](/content/docs/product-updates/changelog/release102/index.html): Changelog for Clarifai Release 10.2 (1,866 words) - [Scale Your GPU Cloud Infrastructure With Kubernetes | Clarifai Blog](/content/blog/scale-your-gpu-cloud-infrastructure-with-kubernetes.html): *When Kubernetes 1.3* *launched last month, we were excited to see our contribution to preliminary support for GPU scheduling become available to everyone. We know a lot about GPUs and what makes t... (1,700 words) - [WizardCoder: Large Language Model for Code | Clarifai Blog](/content/blog/wizardcoder-large-language-model-for-code/index.html): WizardCoder is a Code Large Language Model (LLM) that has been fine-tuned on **Llama2** and has demonstrated superior performance compared to other open-source and closed LLMs on prominent code gen... (636 words) - [content-moderation-ugc-101-3-key-questions-and-answers app | Clarifai - The World's AI](/content/blog/content-moderation-ugc-101-3-key-questions-and-answers.html) (18 words) - [claude-3-opus model | Clarifai - The World's AI](/content/anthropic/completion/models/claude-3-opus/index.html) (9 words) - [visual-search app | Clarifai - The World's AI](/content/use-cases/visual-search/index.html) (18 words) - [Models from deepseek-chat | Clarifai - The World's AI](/content/deepseek-ai/deepseek-chat/models/index.html) (65 words) - [Clarifai Docs](/content/docs/portal-guide/psearch/psaved_searches/index.html) (34 words) - [deepseek-chat app | Clarifai - The World's AI](/content/deepseek-ai/deepseek-chat/index.html) (18 words) - [Build an AI Agent from scratch with CrewAI and Clarifai | Clarifai Blog](/content/blog/build-an-ai-agent-from-scratch-with-crewai-and-clarifai.html): AI agents are software systems designed to reason, plan, and act toward achieving defined goals. They move beyond simple automation by making decisions, adapting to changing information, and coordi... (1,458 words) - [Clarifai - The World's AI](/content/deepseek-ai/index.html) (34 words) - [spacetime-ai-search-engine app | Clarifai - The World's AI](/content/products/spacetime-ai-search-engine/index.html) (18 words) - [Create and Train Models | Clarifai Docs](/content/docs/create/models/index.html): Learn how to easily create and train new models (1,609 words) - [contact-us app | Clarifai - The World's AI](/content/explore/contact-us/index.html) (17 words) - [Pioneering the AI stack - My Personal Story | Clarifai Blog](/content/blog/pioneering-the-ai-stack-my-personal-story/index.html): Today marks the tenth anniversary of the founding of Clarifai, something I'm pretty proud of. In a year when generative AI has disrupted and surprised the industry, it's a year when I've become eve... (1,595 words) - [Clarifai - The World's AI](/content/ebook-clarifai-executive-guide-2025/index.html) (34 words) - [Clarifai - The World's AI](/content/blog/popsugar-uses-facial-recognition-to-find-your-celebrity-lookalike-with-twinning-app.html) (34 words) - [Clarifai - The World's AI](/content/blog/computer-vision-models-what-are-they-and-how-to-build-your-own-2.html) (34 words) - [metadata-generation app | Clarifai - The World's AI](/content/use-cases/metadata-generation/index.html) (18 words) - [Clarifai - The World's AI](/content/mistralai/index.html) (34 words) - [stable-diffusion-xl model | Clarifai - The World's AI](/content/stability-ai/stable-diffusion-2/models/stable-diffusion-xl/index.html) (13 words) - [Upload Model | Clarifai - The World's AI](/content/upload-model/index.html): Run your own models locally for development, testing, and production. Get started in minutes. (320 words) - [computer-vision-apis-improving-digital-asset-management-with-cv-apis app | Clarifai - The World's AI](/content/blog/computer-vision-apis-improving-digital-asset-management-with-cv-apis.html) (18 words) - [DeepSeek-R1-Distill-Qwen-32B model | Clarifai - The World's AI](/content/deepseek-ai/deepseek-chat/models/deepseek-r1-distill-qwen-32b/index.html) (24 words) - [Python API Reference | Clarifai Docs](/content/docs/resources/api-references/python/index.html): Clarifai Python SDK API Reference (11,311 words) - [DeepSeek-R1-Distill-Qwen-14B model | Clarifai - The World's AI](/content/deepseek-ai/deepseek-chat/models/deepseek-r1-distill-qwen-14b/index.html) (16 words) - [Node.js API Reference | Clarifai Docs](/content/docs/resources/api-references/node/index.html): Clarifai Node.js API Reference (7,495 words) - [Clarifai - The World's AI](/content/salesforce/index.html) (34 words) - [DeepSeek-R1-Distill-Qwen-1_5B model | Clarifai - The World's AI](/content/deepseek-ai/deepseek-chat/models/deepseek-r1-distill-qwen-1_5b/index.html) (9 words) - [4 Ways Product Teams are Utilizing User-Generated Content (UGC) | Clarifai Blog](/content/blog/4-ways-product-teams-are-utilizing-user-generated-content-ugc.html): User-generated content (or UGC) is no longer just something for your brand’s Instagram page. Today, more and more companies are implementing it into everything from marketing to research. In fact, ... (524 words) - [GPT-3_5-turbo model | Clarifai - The World's AI](/content/openai/chat-completion/models/gpt-3_5-turbo/index.html) (13 words) - [Clarifai - The World's AI](/content/blog/video-building-a-custom-computer-vision-model-to-recognize-santa-in-ugly-christmas-sweaters.html) (34 words) - [From the Human Eye to AI: A Brief History of Vision | Clarifai Blog](/content/blog/from-the-human-eye-to-ai-a-brief-history-of-vision/index.html): *Read on as our VP of Product, Rajesh Talpade takes us on a short trek through time with his piece: **From the Human Eye to AI: A Brief History of Vision*** (841 words) - [Clarifai - The World's AI](/content/blog/the-new-rules-of-build-vs-buy-in-an-ai-world.html) (14 words) - [Machine Learning For The Movies | Clarifai Blog](/content/blog/machine-learning-for-the-movies/index.html): For many, machine learning is useful only insomuch that the insights it generates drive business or cut costs. Within the film industry, top studios have traditionally banked huge budgets on new sc... (879 words) - [Clarifai - The World's AI](/content/blog/manual-vs-ai-moderation-how-to-decide-which-option-is-best-for-your-business.html) (34 words) - [photosharing-company app | Clarifai - The World's AI](/content/customers/photosharing-company/index.html) (18 words) - [Clarifai - The World's AI](/content/computer-vision/index.html) (34 words) - [Python SDK | Clarifai Docs](/content/docs/sdk/python-installation/index.html): Discover the power of the Python SDK (381 words) - [4 Ways AI is Improving Retail Merchandising Efficiencies | Clarifai Blog](/content/blog/4-ways-ai-is-improving-retail-merchandising-efficiencies.html): [Artificial intelligence](/blog/what-is-artificial-intelligence)in its many forms is showing a huge impact on the retail industry. Today, this technology is already empowering merchandisers to tail... (488 words) - [Clarifai Docs](/content/docs/portal-guide/annotate/workforce-management/index.html) (34 words) - [Why We're Part of Project Maven | Clarifai Blog](/content/blog/why-were-part-of-project-maven/index.html): Clarifai is an active participant in Project Maven, a U.S. Department of Defense AI initiative. As founder & CEO of Clarifai, I want to explain the reasoning behind our decision to contribute to th... (715 words) - [clothing-image-recognition app | Clarifai - The World's AI](/content/models/clothing-image-recognition/index.html) (18 words) - [Assemble Clarifai Workflows now with Python SDK using YAML | Clarifai Blog](/content/blog/assemble-clarifai-workflows-now-with-python-sdk-using-yaml.html): The ability to process and understand different types of data is very useful. Think about it: what if you could take a picture of a sign and immediately have its text translated into another langua... (660 words) - [Importing Regions with the Clarifai API | Clarifai Blog](/content/blog/importing-regions-with-the-clarifai-api/index.html): This article is builds on the information covered in the post [Data Mode and Integration with the Clarifai API](/blog/data-mode-and-integration-with-the-clarifai-api), please start there for import... (691 words) - [Developer Preview: Clarifai Python SDK | Clarifai Blog](/content/blog/developer-preview-clarifai-python-sdk/index.html): We’re excited to announce our **new Python SDK**- [https://github.com/Clarifai/clarifai-python](https://github.com/Clarifai/clarifai-python) for Clarifai, launching in developer preview. (424 words) - [english-grammar-correction-t5 model | Clarifai - The World's AI](/content/huggingface-research/text-generation/models/english-grammar-correction-t5/index.html) (12 words) - [mistral-7B-Instruct model | Clarifai - The World's AI](/content/mistralai/completion/models/mistral-7b-instruct/index.html) (25 words) - [general-english-image-caption-blip model | Clarifai - The World's AI](/content/salesforce/blip/models/general-english-image-caption-blip/index.html) (9 words) - [Clarifai Turns 10 & Launches 10 New Features to Celebrate | Clarifai Blog](/content/blog/10-innovations-in-our-10th-year/index.html): In January 2023, few people understood the impact on AI and the world when OpenAI released an early demo of ChatGPT on November 30, 2022, or the speed of the technology adoption that would follow. ... (639 words) - [Clarifai Featured Hack: Make The Perfect Toast With Toastifai, An AI-powered Toaster | Clarifai Blog](/content/blog/clarifai-featured-hack-make-the-perfect-toast-with-toastifai-an-ai-powered-toaster.html): *Toastifai is an AI-powered toaster that uses Clarifai’s visual recognition API to produce the perfect piece of toast every time. Using Clarifai’s Custom Training, the Toastifai team trained a visu... (492 words) - [Manage Your Compute | Clarifai Docs](/content/docs/portal-guide/compute-orchestration/manage/index.html): Edit and delete deployments, clusters, and nodepools (5,752 words) - [Clarifai - The World's AI](/content/compute/deployments/create/index.html) (15 words) - [Clarifai - The World's AI](/content/press-release-clarifai-accelerates-agentic-ai-development/models/index.html) (34 words) - [Models from qwenCoder | Clarifai - The World's AI](/content/qwen/qwencoder/models/index.html) (73 words) - [Clarifai - The World's AI](/content/press-release-clarifai-accelerates-agentic-ai-development/workflows/index.html) (34 words) - [Welcoming Major General Barbara Fast, U.S. Army, Ret. | Clarifai Blog](/content/blog/welcomes-major-general-barbara-fast-usarmy/index.html): I'm excited to announce that Major General Barbara Fast, U.S. Army, Ret. has joined Clarifai as senior advisor and member of its Public Sector Advisory Council. Barbara is joining our team to help ... (324 words) - [Clarifai - The World's AI](/content/press-release-clarifai-accelerates-agentic-ai-development/datasets/index.html) (34 words) - [Clarifai - The World's AI](/content/qwen/index.html) (36 words) - [Models from generate | Clarifai - The World's AI](/content/gcp/generate/models/index.html) (65 words) - [Search Images By Visual Similarity with the Clarifai API | Clarifai Blog](/content/blog/search-images-by-visual-similarity-with-the-clarifai-api.html): *When you’re searching for images, words are often not enough to find exactly what you need. Wouldn’t it be amazing if you could just show your computer a picture and say, “Find me images that look... (55 words) - [ai-portal app | Clarifai - The World's AI](/content/products/ai-portal/index.html) (18 words) - [pre-trained-models app | Clarifai - The World's AI](/content/developers/pre-trained-models/index.html) (19 words) - [Clarifai - The World's AI](/content/gcp/index.html) (31 words) - [Applications | Clarifai Docs](/content/docs/create/applications/index.html): Create applications to work with AI resources on Clarifai (205 words) - [Clarifai - The World's AI](/content/terms/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/terms/models/index.html) (34 words) - [The Next Chapter: Clarifai Compute Orchestration and Reasoning Engine Joins Nebius | Clarifai Blog](/content/blog/the-next-chapter-clarifai-compute-orchestration-and-reasoning-engine-joins-nebius.html): Today, we are thrilled to announce a monumental milestone in Clarifai’s journey: we have entered into an agreement for Nebius (NASDAQ: NBIS), the AI cloud company, to license our core engineering a... (740 words) - [Clarifai - The World's AI](/content/terms/datasets/index.html) (36 words) - [Blog | Clarifai](/content/blog/index.html): News, product updates, and stories from the Clarifai team. (16,573 words) - [Clarifai - The World's AI](/content/events-clarifai-at-nvidia-ai-summit-2024/workflows/index.html) (34 words) - [Clarifai - The World's AI](/content/careers/workflows/index.html) (34 words) - [Copyright Complaint Form | Clarifai](/content/company/dmca/index.html): Report content you would like removed from Clarifai's services under applicable copyright laws. Submit a DMCA takedown request. (241 words) - [Clarifai - The World's AI](/content/events-clarifai-at-nvidia-ai-summit-2024/models/index.html) (34 words) - [Clarifai - The World's AI](/content/events-clarifai-at-nvidia-ai-summit-2024/datasets/index.html) (34 words) - [Clarifai - The World's AI](/content/careers/models/index.html) (31 words) - [Clarifai - The World's AI](/content/careers/datasets/index.html) (31 words) - [food app | Clarifai - The World's AI](/content/foodvista/food/index.html) (18 words) - [Clarifai - The World's AI](/content/foodvista/index.html) (34 words) - [Models from chat-completion | Clarifai - The World's AI](/content/minimaxai/chat-completion/models/index.html) (65 words) - [Clarifai - The World's AI](/content/minimaxai/index.html) (34 words) - [Model Library | Clarifai](/content/explore/models/index.html): Browse and discover AI models in the Clarifai Model Library. (15 words) - [Clarifai - The World's AI](/content/playground/index.html) (86 words) - [Explore The World’s AI Community | Clarifai](/content/explore/index.html): Explore Clarifai's free community for AI resources. Use our state-of-the-art AI models, workflows and more to add AI into your own applications. (19 words) - [# Top 10 Open‑Source LLMs for 2025: Comprehensive Guide | Clarifai Blog](/content/blog/top-open-source-llms/index.html): The **generative‑AI boom** of the early 2020s has reshaped how businesses, developers and researchers build intelligent applications. From chatbots and summarization tools to creative writing assis... (5,447 words) - [# TTFT vs Throughput: Which Metric Impacts Users More? | Clarifai Blog](/content/blog/ttft-vs-throughput/index.html): Modern generative‑AI experiences hinge on speed. When a user types a question into a chatbot or triggers a long‑form summarization pipeline, two latency metrics define their experience: **Time‑to‑f... (3,258 words) - [Clarifai - The World's AI](/content/privacy/index.html) (34 words) - [openai-tts-1-hd model | Clarifai - The World's AI](/content/openai/tts/models/openai-tts-1-hd/index.html) (12 words) - [Clarifai 9.11: B.Y.O.K (Bring Your Own Key) | Clarifai Blog](/content/blog/clarifai-release-9-11.html): This blog post focuses on new features and improvements. For a comprehensive list including bug fixes, please see the [release notes.](https://docs.clarifai.com/product-updates/changelog/release911) (1,664 words) - [Clarifai 10.2: Report card for your LLMs | Clarifai Blog](/content/blog/clarifai-10-2-report-card-for-your-llms.html): .png?width=1000&height=556&name=Blog%20header%20(1).png) (927 words) - [celebrity-face-recognition app | Clarifai - The World's AI](/content/models/celebrity-face-recognition/index.html) (18 words) - [Clarifai Release 9.1 | Clarifai Blog](/content/blog/clarifai-release-9-1.html): You can now use the powerful feature to consolidate multiple Clarifai accounts into an organization and make the most out of your teams.It enhances collaboration, allows you to centralize the manag... (1,034 words) - [DeepSeek-R1-Distill-Qwen-7B model | Clarifai - The World's AI](/content/deepseek-ai/deepseek-chat/models/deepseek-r1-distill-qwen-7b/index.html) (9 words) - [Content Moderation & Human Rights: How AI Can Help | Clarifai Blog](/content/blog/how-ai-will-impact-social-media-moderation/index.html): Recently, as part of the New York Human Rights Watch Film Festival, I attended a screening of The Cleaners, a movie about how the big social and internet companies—Facebook, Google, and Twitter—mod... (855 words) - [Clarifai Docs](/content/docs/portal-guide/annotate/labeling-tools/index.html) (34 words) - [How POPSUGAR Scaled Up to Support the #Twinning Image Recognition App | Clarifai Blog](/content/blog/how-we-scaled-up-to-support-the-twinning-popsugar-app.html): If you spent any time on social media recently, you likely saw a certain celebrity lookalike app all over your feeds. The [POPSUGAR Twinning app](https://blog.clarifai.com/popsugar-uses-facial-reco... (438 words) - [DeepSeek's R1 Model Sparks Excitement | Clarifai Blog](/content/blog/optimized-inference-in-the-age-of-open-source-innovation.html): The recent release of [DeepSeek's](https://www.deepseek.com/) R1 model, a groundbreaking open-source model from the Chinese AI startup, has sparked a wave of excitement in the AI community. What ma... (691 words) - [Clarifai Release 8.1 | Clarifai Blog](/content/blog/clarifai-release-8-1.html): The Clarifai platform has now been updated to **Release 8.1**! We've added a number of incredible NLP models for text processing, generation, detection, and inference. (872 words) - [Meet the Clarifai Champs of the Streamlit LLM Hackathon | Clarifai Blog](/content/blog/streamlit-llm-hackathon-best-projects-built-with-clarifai.html): In September, Clarifai was excited to be part of an **LLM Hackathon** hosted by Streamlit. The Hackathon was intended to nurture creativity in the development of AI-first products using powerful LLMs. (793 words) - [Building vs. Buying an AI Solution - See How Clarifai Helped OpenTable | Clarifai Blog](/content/blog/build-vs-buy-how-computer-vision-and-an-ai-provider-helped-opentable-become-more-efficient.html): With millions of reviews and photos uploaded a month, OpenTable needed to moderate the media content they posted, to not only ensure nothing explicit was posted on their site but also to accurately... (702 words) - [Clarifai Release 6.0 | Clarifai Blog](/content/blog/clarifai-release-6-0.html): Clarifai Release 6.0 marks the official unveiling of our powerful gRPC-based APIs, plus a variety of new features that make it easy to collaborate and innovate when designing AI solutions. Now you ... (323 words) - [Clarifai Release 8.4 | Clarifai Blog](/content/blog/clarifai-release-8-4.html): This month we've added new models for caption generation, printed OCR, grammar correction, and logo detection! (395 words) - [Run Mistral 7B Instruct with an API | Clarifai Blog](/content/blog/run-mistral-7b-with-an-api/index.html): Mistral 7B is a 7.3B parameter model from Mistral AI that outperformed Llama 2 13B on all Benchmarks and Llama 34B on many benchmarks and approaches CodeLlama 7B performance on code. (276 words) - [Clarifai - The World's AI](/content/home/index.html) (168 words) - [Clarifai - The World's AI](/content/press-release-clarifai-accelerates-agentic-ai-development/apps/index.html) (34 words) - [Qwen3-Coder-30B-A3B-Instruct model | Clarifai - The World's AI](/content/qwen/qwencoder/models/qwen3-coder-30b-a3b-instruct/index.html) (25 words) - [Clarifai Release 6.9 | Clarifai Blog](/content/blog/clarifai-release-6-9.html): With Clarifai Release 6.9 we are introducing a ton of major platform improvements and new features that help you get the most out of AI in your business. Learn about ingesting and labeling new dat... (427 words) - [gemma-3-1b-it-GGUF model | Clarifai - The World's AI](/content/gcp/generate/models/gemma-3-1b-it-gguf/index.html) (20 words) - [smart-detect app | Clarifai - The World's AI](/content/jrrene7/smart-detect/index.html) (18 words) - [Clarifai - The World's AI](/content/terms/apps/index.html) (34 words) - [Clarifai - The World's AI](/content/events-clarifai-at-nvidia-ai-summit-2024/apps/index.html) (34 words) - [clarifai-featured-hack-val.ai-is-a-parking-app-for-your-self-driving-car app | Clarifai - The World's AI](/content/blog/clarifai-featured-hack-val-ai-is-a-parking-app-for-your-self-driving-car.html) (18 words) - [Clarifai - The World's AI](/content/careers/apps/index.html) (37 words) - [Models from food | Clarifai - The World's AI](/content/foodvista/food/models/index.html) (65 words) - [MiniMax-M2_5-high-throughput model | Clarifai - The World's AI](/content/minimaxai/chat-completion/models/minimax-m2_5-high-throughput/index.html) (12 words) - [clarifai-announces-launch-of-clarifai-community app | Clarifai - The World's AI](/content/press-release/clarifai-announces-launch-of-clarifai-community/index.html) (16 words) - [Badge Built with Clarifai.ai app | Clarifai - The World's AI](/content/hubfs/badge-20built-20with-20clarifai-ai.html) (18 words) ## Listings & Categories - [Chris Kent | Clarifai Blog](/content/blog/author/chris-kent/index.html): Articles by Chris Kent on the Clarifai blog. (44 words) - [Phat Vo | Clarifai Blog](/content/blog/author/phat-vo/index.html): Articles by Phat Vo on the Clarifai blog. (38 words) - [Luv Bansal & Sumanth P | Clarifai Blog](/content/blog/author/luv-bansal-and-sumanth-p/index.html): Articles by Luv Bansal & Sumanth P on the Clarifai blog. (95 words) - [Sumanth P and Isaac Chung | Clarifai Blog](/content/blog/author/sumanth-p-and-isaac-chung/index.html): Articles by Sumanth P and Isaac Chung on the Clarifai blog. (66 words) - [Phat Vo and Isaac Chung | Clarifai Blog](/content/blog/author/phat-vo-and-isaac-chung/index.html): Articles by Phat Vo and Isaac Chung on the Clarifai blog. (35 words) - [Ian Kelk and Minh Hoque | Clarifai Blog](/content/blog/author/ian-kelk-and-minh-hoque/index.html): Articles by Ian Kelk and Minh Hoque on the Clarifai blog. (72 words) - [Daniel McNeela | Clarifai Blog](/content/blog/author/daniel-mcneela/index.html): Articles by Daniel McNeela on the Clarifai blog. (68 words) - [Luv Bansal | Clarifai Blog](/content/blog/author/luv-bansal/index.html): Articles by Luv Bansal on the Clarifai blog. (82 words) - [Elizaveta Korotkova and Isaac Chung | Clarifai Blog](/content/blog/author/elizaveta-korotkova-and-isaac-chung/index.html): Articles by Elizaveta Korotkova and Isaac Chung on the Clarifai blog. (16 words) - [Douglas Shapiro | Clarifai Blog](/content/blog/author/douglas-shapiro/index.html): Articles by Douglas Shapiro on the Clarifai blog. (38 words) - [Mansi Khamkar and Ian Kelk | Clarifai Blog](/content/blog/author/mansi-khamkar-and-ian-kelk/index.html): Articles by Mansi Khamkar and Ian Kelk on the Clarifai blog. (60 words) - [Trey Pierce and Ian Kelk | Clarifai Blog](/content/blog/author/trey-pierce-and-ian-kelk/index.html): Articles by Trey Pierce and Ian Kelk on the Clarifai blog. (57 words) - [Sumanth Papareddy | Clarifai Blog](/content/blog/author/sumanth-papareddy/index.html): Articles by Sumanth Papareddy on the Clarifai blog. (87 words) - [Minh Tran | Clarifai Blog](/content/blog/author/minh-tran/index.html): Articles by Minh Tran on the Clarifai blog. (63 words) - [Lambert Wixson | Clarifai Blog](/content/blog/author/lambert-wixson/index.html): Articles by Lambert Wixson on the Clarifai blog. (61 words) - [Kunal Batra | Clarifai Blog](/content/blog/author/kunal-batra/index.html): Articles by Kunal Batra on the Clarifai blog. (94 words) - [Anand Butani | Clarifai Blog](/content/blog/author/anand-butani/index.html): Articles by Anand Butani on the Clarifai blog. (140 words) - [Matthew Zeiler and Yang Sheng | Clarifai Blog](/content/blog/author/matthew-zeiler-and-yang-sheng/index.html): Articles by Matthew Zeiler and Yang Sheng on the Clarifai blog. (65 words) - [JT Turner | Clarifai Blog](/content/blog/author/jt-turner/index.html): Articles by JT Turner on the Clarifai blog. (90 words) - [Eugenie Ma | Clarifai Blog](/content/blog/author/eugenie-ma/index.html): Articles by Eugenie Ma on the Clarifai blog. (41 words) - [Shirley Kim | Clarifai Blog](/content/blog/author/shirley-kim/index.html): Articles by Shirley Kim on the Clarifai blog. (69 words) - [Yuli Vasiliev | Clarifai Blog](/content/blog/author/yuli-vasiliev/index.html): Articles by Yuli Vasiliev on the Clarifai blog. (54 words) - [Dalmo Cirne | Clarifai Blog](/content/blog/author/dalmo-cirne/index.html): Articles by Dalmo Cirne on the Clarifai blog. (40 words) - [Kia Edwards | Clarifai Blog](/content/blog/author/kia-edwards/index.html): Articles by Kia Edwards on the Clarifai blog. (92 words) - [Jeff Toffoli and Michael Gormish | Clarifai Blog](/content/blog/author/jeff-toffoli-and-michael-gormish/index.html): Articles by Jeff Toffoli and Michael Gormish on the Clarifai blog. (56 words) - [Sima Taheri | Clarifai Blog](/content/blog/author/sima-taheri/index.html): Articles by Sima Taheri on the Clarifai blog. (56 words) - [Yanan Jian and Jeff Toffoli | Clarifai Blog](/content/blog/author/yanan-jian-and-jeff-toffoli/index.html): Articles by Yanan Jian and Jeff Toffoli on the Clarifai blog. (48 words) - [David Cardona | Clarifai Blog](/content/blog/author/david-cardona/index.html): Articles by David Cardona on the Clarifai blog. (61 words) - [Taras Kushnir | Clarifai Blog](/content/blog/author/taras-kushnir/index.html): Articles by Taras Kushnir on the Clarifai blog. (74 words) - [Mansi Khamkar | Clarifai Blog](/content/blog/author/mansi-khamkar/index.html): Articles by Mansi Khamkar on the Clarifai blog. (56 words) - [Isaac Chung | Clarifai Blog](/content/blog/author/isaac-chung/index.html): Articles by Isaac Chung on the Clarifai blog. (151 words) - [Claudia Ziegler | Clarifai Blog](/content/blog/author/claudia-ziegler/index.html): Articles by Claudia Ziegler on the Clarifai blog. (152 words) - [Skip Everling | Clarifai Blog](/content/blog/author/skip-everling/index.html): Articles by Skip Everling on the Clarifai blog. (410 words) - [Yuchen Fama, Alfrick Opidi, and Ian Kelk | Clarifai Blog](/content/blog/author/yuchen-fama-alfrick-opidi-and-ian-kelk/index.html): Articles by Yuchen Fama, Alfrick Opidi, and Ian Kelk on the Clarifai blog. (50 words) - [Team Clarifai | Clarifai Blog](/content/blog/author/team-clarifai/index.html): Articles by Team Clarifai on the Clarifai blog. (1,286 words) - [Matthew Zeiler | Clarifai Blog](/content/blog/author/matthew-zeiler/index.html): Articles by Matthew Zeiler on the Clarifai blog. (288 words) - [Sai Nivedh and Sriram Subramanian | Clarifai Blog](/content/blog/author/sai-nivedh-and-sriram-subramanian/index.html): Articles by Sai Nivedh and Sriram Subramanian on the Clarifai blog. (115 words) - [Jeff Toffoli and Minh Tran | Clarifai Blog](/content/blog/author/jeff-toffoli-and-minh-tran/index.html): Articles by Jeff Toffoli and Minh Tran on the Clarifai blog. (52 words) - [Matthew Zeiler, Ph.D. Founder and CEO, Clarifai | Clarifai Blog](/content/blog/author/matthew-zeiler-ph-d-founder-and-ceo-clarifai/index.html): Articles by Matthew Zeiler, Ph.D. Founder and CEO, Clarifai on the Clarifai blog. (53 words) - [Machine Learning | Clarifai Blog](/content/blog/tag/machine-learning/index.html): Articles tagged Machine Learning on the Clarifai blog. (690 words) - [Tutorials | Clarifai Blog](/content/blog/tag/tutorials/index.html): Articles tagged Tutorials on the Clarifai blog. (1,056 words) - [MLOps | Clarifai Blog](/content/blog/tag/mlops/index.html): Articles tagged MLOps on the Clarifai blog. (312 words) - [Inference | Clarifai Blog](/content/blog/tag/inference/index.html): Articles tagged Inference on the Clarifai blog. (664 words) - [Visual Search | Clarifai Blog](/content/blog/tag/visual-search/index.html): Articles tagged Visual Search on the Clarifai blog. (346 words) - [Platform | Clarifai Blog](/content/blog/tag/platform/index.html): Articles tagged Platform on the Clarifai blog. (513 words) - [Face Recognition | Clarifai Blog](/content/blog/tag/face-recognition/index.html): Articles tagged Face Recognition on the Clarifai blog. (392 words) - [Company News | Clarifai Blog](/content/blog/tag/company-news/index.html): Articles tagged Company News on the Clarifai blog. (668 words) - [Documentation | Clarifai Blog](/content/blog/tag/documentation/index.html): Articles tagged Documentation on the Clarifai blog. (434 words) - [AI Infrastructure | Clarifai Blog](/content/blog/tag/ai-infrastructure/index.html): Articles tagged AI Infrastructure on the Clarifai blog. (738 words) - [gpu | Clarifai Blog](/content/blog/tag/gpu/index.html): Articles tagged gpu on the Clarifai blog. (319 words) - [NLP | Clarifai Blog](/content/blog/tag/nlp/index.html): Articles tagged NLP on the Clarifai blog. (266 words) - [Public Sector | Clarifai Blog](/content/blog/tag/public-sector/index.html): Articles tagged Public Sector on the Clarifai blog. (130 words) - [Other | Clarifai Blog](/content/blog/tag/other/index.html): Articles tagged Other on the Clarifai blog. (151 words) - [Clarifai API | Clarifai Blog](/content/blog/tag/clarifai-api/index.html): Articles tagged Clarifai API on the Clarifai blog. (407 words) - [Digital Asset Management | Clarifai Blog](/content/blog/tag/digital-asset-management/index.html): Articles tagged Digital Asset Management on the Clarifai blog. (244 words) - [Edge AI | Clarifai Blog](/content/blog/tag/edge-ai/index.html): Articles tagged Edge AI on the Clarifai blog. (93 words) - [Business News | Clarifai Blog](/content/blog/tag/business-news/index.html): Articles tagged Business News on the Clarifai blog. (202 words) - [llms | Clarifai Blog](/content/blog/tag/llms/index.html): Articles tagged llms on the Clarifai blog. (56 words) - [AI Fundamentals | Clarifai Blog](/content/blog/tag/ai-fundamentals/index.html): Articles tagged AI Fundamentals on the Clarifai blog. (446 words) - [Data Labeling | Clarifai Blog](/content/blog/tag/data-labeling/index.html): Articles tagged Data Labeling on the Clarifai blog. (151 words) - [Automated Visual Inspection | Clarifai Blog](/content/blog/tag/automated-visual-inspection/index.html): Articles tagged Automated Visual Inspection on the Clarifai blog. (124 words) - [AI SaaS | Clarifai Blog](/content/blog/tag/ai-saas/index.html): Articles tagged AI SaaS on the Clarifai blog. (99 words) - [AI in 5 | Clarifai Blog](/content/blog/tag/ai-in-5/index.html): Articles tagged AI in 5 on the Clarifai blog. (108 words) - [Agentic AI | Clarifai Blog](/content/blog/tag/agentic-ai/index.html): Articles tagged Agentic AI on the Clarifai blog. (580 words) - [Sumanth P | Clarifai Blog](/content/blog/author/sumanth-p/index.html): Articles by Sumanth P on the Clarifai blog. (1,054 words) - [Product Releases | Clarifai Blog](/content/blog/tag/product-releases/index.html): Articles tagged Product Releases on the Clarifai blog. (826 words) - [Industry | Clarifai Blog](/content/blog/tag/industry/index.html): Articles tagged Industry on the Clarifai blog. (876 words) - [Jeff Toffoli | Clarifai Blog](/content/blog/author/jeff-toffoli/index.html): Articles by Jeff Toffoli on the Clarifai blog. (1,467 words) - [Image Recognition | Clarifai Blog](/content/blog/tag/image-recognition/index.html): Articles tagged Image Recognition on the Clarifai blog. (1,017 words) - [Releases | Clarifai Blog](/content/blog/tag/releases/index.html): Articles tagged Releases on the Clarifai blog. (474 words) - [Natalie Fletcher | Clarifai Blog](/content/blog/author/natalie-fletcher/index.html): Articles by Natalie Fletcher on the Clarifai blog. (675 words) - [Industry News | Clarifai Blog](/content/blog/tag/industry-news/index.html): Articles tagged Industry News on the Clarifai blog. (490 words) - [Content Moderation | Clarifai Blog](/content/blog/tag/content-moderation/index.html): Articles tagged Content Moderation on the Clarifai blog. (342 words) - [Models | Clarifai Blog](/content/blog/tag/models/index.html): Articles tagged Models on the Clarifai blog. (60 words) - [Rajesh Talpade | Clarifai Blog](/content/blog/author/rajesh-talpade/index.html): Articles by Rajesh Talpade on the Clarifai blog. (62 words) - [Compute Orchestration | Clarifai Blog](/content/blog/tag/compute-orchestration/index.html): Articles tagged Compute Orchestration on the Clarifai blog. (109 words) - [Customer Stories | Clarifai Blog](/content/blog/tag/customer-stories/index.html): Articles tagged Customer Stories on the Clarifai blog. (168 words) - [Clarifai | Clarifai Blog](/content/blog/author/clarifai/index.html): Articles by Clarifai on the Clarifai blog. (4,986 words) - [Applied AI | Clarifai Blog](/content/blog/tag/applied-ai/index.html): Articles tagged Applied AI on the Clarifai blog. (323 words) - [Events | Clarifai Blog](/content/blog/tag/events/index.html): Articles tagged Events on the Clarifai blog. (99 words) - [Ian Kelk | Clarifai Blog](/content/blog/author/ian-kelk/index.html): Articles by Ian Kelk on the Clarifai blog. (1,621 words) - [Monica Watson | Clarifai Blog](/content/blog/author/monica-watson/index.html): Articles by Monica Watson on the Clarifai blog. (124 words) - [Rudi Chiarito | Clarifai Blog](/content/blog/author/rudi-chiarito/index.html): Articles by Rudi Chiarito on the Clarifai blog. (60 words) - [Sanjay Chelliah | Clarifai Blog](/content/blog/author/sanjay-chelliah/index.html): Articles by Sanjay Chelliah on the Clarifai blog. (26 words) - [Matthew Zeiler and Jeff Toffoli | Clarifai Blog](/content/blog/author/matthew-zeiler-and-jeff-toffoli/index.html): Articles by Matthew Zeiler and Jeff Toffoli on the Clarifai blog. (54 words) - [Matthew Zeiler, Ph.D. | Clarifai Blog](/content/blog/author/matthew-zeiler-ph-d/index.html): Articles by Matthew Zeiler, Ph.D. on the Clarifai blog. (111 words) - [Kristin Shevis | Clarifai Blog](/content/blog/author/kristin-shevis/index.html): Articles by Kristin Shevis on the Clarifai blog. (46 words) ## About Pages - [Clarifai - The World's AI](/content/contact/index.html) (31 words) - [About Clarifai | Build, Share & Run Enterprise AI at Scale](/content/company/about/index.html): Clarifai is bringing The World's AI to developers everywhere. We are a leading computer vision AI platform for managing image, text, video and audio data. (188 words) ## Resources - [Full Page Index](/index.html): Browse all cached pages with rich metadata - [About This Cache](/content/about.html): Methodology, technical details, and usage guidelines - [XML Sitemap](/sitemap.xml): Machine-readable sitemap for crawler discovery - [Robots.txt](/robots.txt): Crawler directives