This weblog put up focuses on new options and enhancements. For a complete listing, together with bug fixes, please see the launch notes.
Management Heart – Public Preview
We’re excited to announce the Public Preview of Clarifai’s Management Heart, a unified dashboard and a single pane of glass to observe AI operations inside your Clarifai account. It serves as the last word supply of reality, aggregating information from a number of dimensions so you may make knowledgeable choices with confidence.
With the Management Heart, you may rework uncooked information reminiscent of mannequin predictions, search operations, saved inputs, and mannequin coaching hours into actionable insights. You possibly can observe workforce actions, analyze operational affect and spending, and audit any user-initiated occasion to hint its origin.
Key functionalities embrace interactive charts, tables, versatile date ranges, and highly effective filtering and sorting choices that can assist you uncover significant patterns in your information.
Prepared to realize deeper insights and streamline your account administration? Discover extra concerning the Management Heart right here.
Distilled DeepSeek-R1 fashions on the Platform
DeepSeek-R1 units a brand new normal for open-source reasoning, rivaling OpenAI-o1 in efficiency whereas being sooner and more cost effective.
We’re excited to share that the DeepSeek-R1 Distilled Fashions at the moment are obtainable on Clarifai, and you may strive them out for free!
Derived from DeepSeek-R1 and primarily based on Qwen, these distilled fashions ship top-tier ends in math, coding, and reasoning duties, all whereas being optimized for effectivity.
Key Highlights:
- We now have added 4 variations of those distilled fashions: 1.5B, 7B, 14B, and 32B, tailor-made to completely different use circumstances and useful resource wants.
- DeepSeek-R1-Distill-Qwen-32B outperforms OpenAI-o1-mini throughout varied benchmarks, attaining new state-of-the-art outcomes for dense fashions.
- These fashions are constructed for pace and cost-efficiency.
For a restricted time, we’ve made these fashions free for group customers. Attempt them out! 
Launched Information Utils as an open supply Python library
We now have made Information Utils library open-source, designed to streamline multimedia information administration and processing. This highly effective toolset is now obtainable for the group, offering a spread of utilities to simplify information ingestion, transformation, and annotation, whether or not you are working with pictures, textual content, or multimodal datasets.
Key Options:
- Picture annotation loader — A complete framework for loading, exporting, and analyzing completely different annotated datasets.
- Information ingestion pipelines — Load textual content information (PDF, DOC, and many others.), rework and chunk the content material, and add it to the Clarifai platform.
Platform Enhancements
- We have enhanced a number of components of the highest navigation bar for a extra seamless expertise. Notably, the drop-down menu for switching between a corporation workspace and a private workspace has moved from the higher proper to the higher left.
- We have additionally launched the flexibility to routinely generate a canopy picture for a useful resource primarily based on its brief description. This functionality is out there just for customers on paid plans.
Further modifications
- Python SDK Enhancements: We now have enhanced the mannequin add expertise with a extra streamlined course of, launched mannequin add checks to make sure reliability, and up to date the Torch model in pictures. Moreover, the
.tarfile is now routinely deleted after each add. Discover all the opposite SDK updates right here. - Modified the default base workflow for apps created through the API: Beforehand, when an software was created through the API with out specifying a base workflow, the Common workflow was utilized by default. Now, the default has been up to date to the Basic workflow for higher efficiency.
Prepared to start out constructing?