Release 11.1

Release Date: February 5th, 2025

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New Feature	Improvement	Bug Fix	Enterprise Only

Audit Logging

Status	Change	Details
	Clarifai's Audit Logging feature helps you monitor platform activities for better visibility, security, and governance. It captures detailed logs of operations so you can track what has been done, who has initiated it, and what has been the result of this action.	You can perform audit tracking via the Teams & Tabs tab within the Control Center. Learn more here. You can also perform audit tracking programmatically via our API. Learn more here.

Compute Orchestration (Public Preview)

Status	Change	Details
	Compute Orchestration now supports Google Cloud Platform (GCP)	Compute Orchestration preview customers can now deploy dedicated compute clusters in GCP's us-east4 region. Additional regions will be added over time.

New Published Models

Status	Change	Details
	Published DeepSeek models, which are free for a limited time on our Community platform	Released DeepSeek-R1-Distill-Qwen-1_5B, a 1.5B-parameter dense model distilled from DeepSeek-R1 based on Qwen-1.5B. Released DeepSeek-R1-Distill-Qwen-7B, a 7B-parameter dense model distilled from DeepSeek-R1 based on Qwen-7B. Released DeepSeek-R1-Distill-Qwen-14B, a 14B-parameter dense model distilled from DeepSeek-R1 based on Qwen-14B. Released DeepSeek-R1-Distill-Qwen-32B, a 32B-parameter dense model distilled from DeepSeek-R1 based on Qwen-32B.

Data Utils

Status	Change	Details
	Released Data Utils as an open source Python library	Get a range of multimedia data utilities designed to streamline your data management and processing operations. Image annotation loader — A comprehensive framework for loading, exporting, and analyzing different annotated datasets. Data ingestion pipelines — Load text files (PDF, DOC, etc.), transform and chunk the content, and upload it to the Clarifai platform. Multimodal dataloader Ready-to-use foundational pipelines

Platform Improvements

Status	Change	Details
	Made platform improvements	We've enhanced several elements of the top navigation bar for a more seamless experience. Notably, the drop-down menu for switching between an organization workspace and a personal workspace has moved from the upper right to the upper left. We've introduced the ability to automatically generate a cover image for a resource based on its short description. This capability is available only for users on paid plans.

Control Center

Status	Change	Details
	Improved the Control Center	We've improved the Control Center experience on mobile devices for smoother navigation and better usability. We've improved the Overview page by adding animations that suggest charts users can pin. This allows users to easily access the charts they want to analyze. We've improved table columns to now sort items based on their data type: dates (oldest to newest), words (A to Z), and numbers (lowest to highest). We've added links in Usage & Operations charts that direct you to related charts in the Costs & Budget page, and vice versa. For example, the Total inputs chart now has a link in the lower right corner to view its associated cost chart.
	Fixed bugs in the Control Center	Previously, when you selected a date range in the Control Center and navigated away, the selection would not persist upon returning. Instead, it would revert to the default "Last 7 Days" setting. We fixed the issue to ensure the selection persists. Previously, the toast notification that appears when a chart is pinned could sometimes be hidden under the fixed header. We've fixed this issue to ensure the notification remains visible at the top. Previously, when selecting a date range in the calendar using options like ‘This week’, ‘This month’, or ‘This quarter’, the apply button would be disabled because future dates were inadvertently included in the selection. We fixed the issue. Additionally, if you click on a single date, the selection period will automatically reset to the chosen date.

Python SDK

Status	Change	Details
	Improved the Python SDK Learn more about them here.	Enhanced model upload experience with a more streamlined process. Introduced model upload tests to ensure reliability. Updated Torch version in images and now delete the .tar file after every upload. Added local model run tests for better validation. Included CLARIFAI_API_BASE in test container for flexibility. Removed Triton requirements to simplify dependencies. Expanded tests for downloads and made various improvements. Made API validation optional for greater configurability. Added environment variable for logging control to enhance debugging. Updated base images for better performance and security. Optimized downloads from Hugging Face (HF) for efficiency. Now fetching user_id from an environment variable for easier configuration. Added HF token validation to improve security. Fixed model prediction methods when using compute_cluster_id and nodepool_id. Resolved model upload issues for smoother deployment. Enhanced error logging for better troubleshooting.

Base Workflow

Status	Change	Details
	Changed the default base workflow for apps created via the API	Previously, when an application was created via the API without specifying a base workflow, the Universal workflow was used by default. Now, the default has been updated to the General workflow for better performance.