Release 11.10 | Clarifai Docs
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Release Date: November 7th, 2025
| New Feature | Improvement | Bug Fix | Enterprise Only |
|---|---|---|---|
Single-Click Deployments
| Status | Change | Details |
|---|---|---|
| Introduced one-click deployments | - Previously, users had to manually configure clusters and nodepools before deploying a model, with limited setup guidance. - Now, the platform automatically recommends suitable instance types based on model requirements and creates clusters or nodepools if none exist — enabling seamless, one-click model deployment. |
Environment Secrets
| Status | Change | Details |
|---|---|---|
| Introduced environmental secrets | - Environment secrets are encrypted values that can be used as environment variables in your workflows. - Learn more about them here. |
Structured Outputs
| Status | Change | Details |
|---|---|---|
| Added support for structured JSON outputs | - You can now generate structured JSON outputs directly from Clarifai-hosted OpenAI-compatible models using Pydantic schemas. - This feature ensures that model responses adhere to a defined data structure, making it easier to integrate outputs into downstream applications safely and reliably. - Learn more about them here. |
Toolkits
| Status | Change | Details |
|---|---|---|
| Added support for toolkits | - Added SGLang toolkit support to the CLI init command — clarifai model init --toolkit sglang. - Added Python toolkit support to the CLI init command — clarifai model init --toolkit python. |
Published Models
| Status | Change | Details |
|---|---|---|
| Published new models | - Published DeepSeek-OCR, which achieves SOTA 96%+ OCR precision at 9-10× compression ratio, ~90% accuracy at 10-12× compression ratio, and massive production scalability with 200,000+ pages per day with a single A100-40G GPU. - Published GLM-4.6, which unifies reasoning, coding, and agentic capabilities into a single model. |
Python SDK
| Status | Change | Details |
|---|---|---|
| Improved the Python SDK Learn more here |
- Fixed missing user_id parameter issue in the CLI local-runner command.- Added Model Deployment Workflow step after Model Upload in the CLI. - Added optional protobuf response details in Pythonic models with parameter validation. - Added USER_ID field to the configuration in CLI Model Init.- Added user input prompt for OpenAI local runner initialization. - Fixed async_client initialization issue.- Disabled async_stub during ModelClient initialization.- Fixed UnboundLocalError in model init when using --model-type-id without a toolkit.- Added config-lock.yaml support to clarifai pipeline upload. |
Control Center
| Status | Change | Details |
|---|---|---|
| Updated the Control Center to provide unified reporting for all models, regardless of billing method | - Previously, usage stats depended on how models were billed — ops, tokens, or compute time. - Now, all models report operations, and LLMs also report tokens, ensuring consistent and transparent usage metrics across the platform. |
Platform
| Status | Change | Details |
|---|---|---|
| Improved the Community search to deliver more relevant results | - Previously, all search criteria, such as model ID, user ID, and descriptions, were weighted equally. - Now, model IDs (for example, gpt-oss-120b) carry greater weight, making searches more accurate and relevant to specific models. |