Inference | Clarifai Blog
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Agentic AI
The Next Chapter: Clarifai Compute Orchestration and Reasoning Engine Joins Nebius
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...
May 19, 2026 Matthew Zeiler, Ph.D. Founder and CEO, Clarifai
Clarifai API
run gemma 4 locally deploy frontier ai on your hardware with public api access
When you want to run frontier models locally, you hit the same constraints repeatedly.
April 7, 2026 Clarifai
AI Infrastructure
gpu cost while scaling
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 ...
January 29, 2026 Clarifai
Clarifai API
Access Trinity Mini with an API
How to Access Arcee Trinity Mini via API
January 26, 2026 Clarifai
Clarifai API
How to Access Ministral 3 models with an API
How to Access Ministral 3 via API
January 26, 2026 Clarifai
AI Infrastructure
top 10 small efficient model apis for low cost inference
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...
January 14, 2026 Clarifai
AI Infrastructure
gemini 3.0 vs other models
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...
November 25, 2025 Clarifai
Inference
run glm 4.6 with an api
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...
November 20, 2025 Clarifai
Inference
kimi k2 vs qwen 3 vs glm 4.5
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 ...
November 18, 2025 Clarifai
Inference
gemini 2.5 pro vs gpt 5
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 ...
November 17, 2025 Clarifai
Inference
how to use the deepseek api
DeepSeek models, including DeepSeek‑R1 and DeepSeek‑V3.1, are accessible directly through the Clarifai platform. You can get started without needing a separate ...
October 24, 2025 Clarifai
Inference
run lm studio models locally
LM Studio 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...
October 24, 2025 Clarifai
Inference
Run vLLM Models Locally with a Secure Public API
vLLM is a high-throughput, open-source inference and serving engine for large language models (LLMs). It provides fast, memory-efficient inference using GPU ...
October 24, 2025 Clarifai
Inference
Run Hugging Face Models Locally on your Machine
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 ...
October 23, 2025 Clarifai
Inference
Top LLM Inference Providers Compared - GPT-OSS-120B
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...
October 10, 2025 Sumanth P
Inference
model quantization
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...
September 19, 2025 Sumanth P
Inference
Artificial Analysis Benchmarks on GPT-OSS-120B: Clarifai Ranks at the Top for Performance and Cost-Efficiency
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...
September 16, 2025 Clarifai
Inference
how to run ai models locally 2025 tools setup tips
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...
September 11, 2025 Sumanth P