This weblog publish 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 watch AI operations inside your Clarifai account. It serves as the final word supply of reality, aggregating information from a number of dimensions so you can also make knowledgeable choices with confidence.
With the Management Heart, you possibly can remodel uncooked information resembling mannequin predictions, search operations, saved inputs, and mannequin coaching hours into actionable insights. You’ll be able to monitor group 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 achieve deeper insights and streamline your account administration? Discover extra in regards to 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 quicker and cheaper.
We’re excited to share that the DeepSeek-R1 Distilled Fashions at the moment are out there 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 leads to math, coding, and reasoning duties, all whereas being optimized for effectivity.
Key Highlights:
- We have now 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 numerous 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 neighborhood customers. Strive them out! 👇
Launched Knowledge Utils as an open supply Python library
We have now made Knowledge Utils library open-source, designed to streamline multimedia information administration and processing. This highly effective toolset is now out there for the neighborhood, offering a variety 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.
- Knowledge ingestion pipelines — Load textual content recordsdata (PDF, DOC, and many others.), remodel and chunk the content material, and add it to the Clarifai platform.
Platform Enhancements
- We have enhanced a number of parts 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 power to robotically generate a canopy picture for a useful resource primarily based on its brief description. This functionality is on the market just for customers on paid plans.
Further adjustments
- Python SDK Enhancements: We have now 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 robotically 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 utility 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 Normal workflow for higher efficiency.
