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@RyanMullins RyanMullins released this 02 Dec 03:32
· 679 commits to main since this release
v0.5
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Learn about vigilant mode.

This is a major release, covering many new features from the dev branch since the v0.4 release nearly 11 months ago. Most notably, we're renaming! It's still LIT, but now the L stands for "Learning" instead of "Language", to better reflect the scope of LIT and support for non-text modalities like images and tabular data.

Additionally, we've made lots of improvements, including:

  • New modules including salience clustering, tabular feature attribution, and a new Dive module for data exploration (inspired by our prior work on Facets Dive).
  • New demos and tutorials for input salience comparison and tabular feature attribution.
  • Many UI improvements, with better consistency across modules and shared functionality for colors, slicing, and faceting of data.
  • Better performance on large datasets (up to 100k examples), as well as improvements to the type system and new validation routines (--validate) for models and datasets.
  • Download data as CSV directly from tables in the UI, and in notebook mode access selected examples directly from Python.
  • Update to Python 3.9 and TypeScript 4.7.

This release would not have been possible without the work of many new contributors in 2022. Many thanks to Crystal Qian, Shane Wong, Anjishnu Mukherjee, Aryan Chaurasia, Animesh Okhade, Daniel Levenson, Danila Sinopalnikov, Deepak Ramachandran, Rebecca Chen, Sebastian Ebert, and Yilei Yang for your support and contributions to this project!

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