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Release 11.10

Release Date: November 7th, 2025



New FeatureImprovementBug FixEnterprise Only
new-featureimprovementbugenterprise

Single-Click Deployments

StatusChangeDetails
new-featureIntroduced 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

StatusChangeDetails
new-featureIntroduced environmental secrets
  • Environment secrets are encrypted values that can be used as environment variables in your workflows.
  • Learn more about them here.

Structured Outputs

StatusChangeDetails
new-featureAdded 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

StatusChangeDetails
new-featureAdded 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

StatusChangeDetails
new-featurePublished 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.

Python SDK

StatusChangeDetails
improvementImproved 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

StatusChangeDetails
improvementUpdated 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

StatusChangeDetails
improvementImproved 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.