This weblog submit focuses on new options and enhancements. For a complete checklist, together with bug fixes, please see the launch notes.
Management Middle – Public Preview
We’re excited to announce the Public Preview of Clarifai’s Management Middle, a unified dashboard and a single pane of glass to watch AI operations inside your Clarifai account. It serves as the last word supply of fact, aggregating information from a number of dimensions so you can also make knowledgeable selections with confidence.
With the Management Middle, you possibly can remodel uncooked information resembling mannequin predictions, search operations, saved inputs, and mannequin coaching hours into actionable insights. You may observe workforce actions, analyze operational affect and spending, and audit any user-initiated occasion to hint its origin.
Key functionalities embody interactive charts, tables, versatile date ranges, and highly effective filtering and sorting choices that will help you uncover significant patterns in your information.
Prepared to realize deeper insights and streamline your account administration? Discover extra concerning the Management Middle 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 attempt 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’ve got added 4 variations of those distilled fashions: 1.5B, 7B, 14B, and 32B, tailor-made to totally different use instances 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 velocity and cost-efficiency.
For a restricted time, we’ve made these fashions free for group customers. Strive them out! 👇
Launched Knowledge Utils as an open supply Python library
We’ve got made Knowledge Utils library open-source, designed to streamline multimedia information administration and processing. This highly effective toolset is now obtainable for the group, offering a variety of utilities to simplify information ingestion, transformation, and annotation, whether or not you are working with photos, textual content, or multimodal datasets.
Key Options:
- Picture annotation loader — A complete framework for loading, exporting, and analyzing totally different annotated datasets.
- Knowledge ingestion pipelines — Load textual content recordsdata (PDF, DOC, and so forth.), 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 company 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 obtainable just for customers on paid plans.
Extra adjustments
- Python SDK Enhancements: We’ve got 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 photos. 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 by way of the API: Beforehand, when an software was created by way of 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?