Label Studio is an open source data labeling tool that supports multiple projects, users and data types in one platform. Label Studio can perform different types of labeling with many data formats and integrate with M/L backends.
Hey Product Hunt! Generative AI and large language models like ChatGPT and LLaMa have brought innovations in machine learning and new MLOps processes. The need for enhanced tooling to leverage these models to build domain-specific applications is growing rapidly.
That's why, with our 1.8.0 release of Label Studio, we’ve made the process of fine-tuning LLMs and foundation models even easier. 💪🏻🚀
Some of the new features we're excited about in this release Include:
🆕 Ranker Interface
Label Studio now has a new, improved interface designed for ranked choice model retraining. This Ranker interface is designed to work with ranking models that predict a relevance score. This brings an updated tag that can be configured to evaluate and compare responses.
🆕 Generative AI Templates
We’re introducing new labeling templates specifically designed for generative AI! Check out the templates for:
* Supervised language model fine-tuning
* Human preference collecting for RLHF
* Chatbot model assessment
* LLM Ranker
* Visual ranker
🚀 Interface Improvements
We've added side panel updates to better display important details about what you’re annotating, including relations, comments, and history.
There's a new annotations tab carousel that allows you to view all annotations simultaneously!
We've relocated the control button panel for an improved workflow.
Thanks for checking us out!
