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0.2

davidfowl/tally0.2Mar 1, 2024by jafioti

AI Summary

Release 0.2 introduces new deep learning modules (Pooling, Conv1D, Conv2D) and adds support for the Mistral model with Q8 Weight Quantization.

Key Highlights

  • New Modules (Pooling, Conv1D, Conv2D)
  • Mistral Model Support
  • Q8 Weight Quantization

New Features

  • Simple Pooling implementation
  • Conv1D module
  • Conv2D module
  • Mistral support
  • Q8 Weight Quantization
  • f16 matmul improvements

Full Release Notes

## What's Changed
Everything.

And also:
* Simple Pooling implementation by @TheSeamau5 in https://github.com/jafioti/luminal/pull/4
* Conv1D module by @TheSeamau5 in https://github.com/jafioti/luminal/pull/7
* Conv2d by @TheSeamau5 in https://github.com/jafioti/luminal/pull/8
* Add support for Mistral by @TheSeamau5 in https://github.com/jafioti/luminal/pull/9
* Shell script to download mistral that actually works by @TheSeamau5 in https://github.com/jafioti/luminal/pull/10
* Fix swish by @TheSeamau5 in https://github.com/jafioti/luminal/pull/11
* Minor improvement to f16 matmul, Longer prompt and token generation for testing by @TheSeamau5 in https://github.com/jafioti/luminal/pull/12
* Small Improvements to main by @TheSeamau5 in https://github.com/jafioti/luminal/pull/17
* Q8 Weight Quantization by @jafioti in https://github.com/jafioti/luminal/pull/24


**Full Changelog**: https://github.com/jafioti/luminal/compare/0.1...0.2