Release 11.10

Release Date: November 7th, 2025

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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.

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.