Release 11.3 | Clarifai Docs

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Release Date: April 3rd, 2025

New Feature Improvement Bug Fix Enterprise Only

Compute Orchestration ​

Status Change Details
Introduced Compute Orchestration - You can now easily deploy any model, on any compute, at any scale. These capabilities allow you to optimize your AI compute, avoid vendor lock-in, and control spend more efficiently.
- Introduced the "compute time" billable item to support this functionality.
- Learn more about it here.

AI Playground ​

Status Change Details
Introduced the AI Playground - The Playground interface is a testing battleground that allows you to quickly interact with powerful AI models without additional setup.
- Try it here.

Labeling Tasks ​

Status Change Details
Upgraded the Labeling Tasks UI tool - We upgraded the task labeling experience. This upgrade unifies task labeling with the same underlying components from our single Input-Viewer tool, ensuring a seamless and unified experience for users.

Platform ​

Status Change Details
Introduced a redesigned homepage to help you get started with the Clarifai platform quickly - You can easily find trending AI models, test them in a playground, set up your computing infrastructure, browse your apps, and more — all in one place.
- You can also customize your homepage layout using the "Configure Home" button in the upper-right corner.
Made platform improvements - Introduced a new Infrastructure Manager role, allowing users to create, modify, and delete clusters and nodepools within an organization.
- Removed the automatic app onboarding flow for new users upon signup. Apps are no longer required for certain actions, such as making deployments with Compute Orchestration.
- We now automatically fetch a user's full name after signing up with SSO via Google or GitHub, eliminating the need to manually enter it during the signup flow.
Fixed platform bugs - Fixed an issue where users experienced an error when logging into the Clarifai platform due to a broken login state.
- Fixed an issue that caused certain app overview pages to crash.
- Fixed an issue where a disruptive top header appeared during the onboarding signup flow for new users.
- Fixed an issue in the onboarding signup flow where the job role and country dropdowns were appearing behind the "Complete your profile" modal.
- Fixed an issue where some model prices were displayed correctly when logged in but appeared as 0 when logged out.
- Fixed an issue where clicking the "Select All Scopes" button when creating a PAT or adding an app contributor did not select the "Deployment" package.

Control Center ​

Status Change Details
Improved the Control Center - Refined table layouts for improved clarity and readability.
- Introduced a new multi-column tooltip for charts, enhancing data visibility and readability.
- Fixed a color inconsistency where the tooltip card displayed an incorrect color when hovering over chart elements. The tooltip now accurately reflects the corresponding chart segment color.
- Fixed an issue where the usage dashboard failed to correctly report costs for deleted models.

Python SDK ​

Status Change Details
Improved the Python SDK. Learn more here. - Removed HF loader config.json validation for all Clarifai model type IDs.
- Added regex patterns to filter checkpoint files for download.
- Implemented validation for CLI configuration.
- Fixed Docker image name and introduced the skip_dockerfile option in the test-locally subcommand of the Model CLI.
- Enhanced the CLI login module for better authentication.
- Updated the CLI to enable local model testing without requiring remote access.
- Modified the default value of the num_threads field for optimized performance.
- Dropped support for Python 3.8, 3.9, and 3.10 in testing.
- Updated deployment testing configurations.
- Removed the model_path argument from the CLI.
- Added configuration for multi-threaded runners to improve execution efficiency.