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0.2

alyssaxuu/screenity0.2Mar 1, 2024by jafioti

AI Summary

This release introduces a wide array of deep learning optimizations and modules, including support for the Mistral model and new neural network components like Conv1D and Conv2D.

Key Highlights

  • New Conv1D and Conv2D neural network modules
  • Official support for the Mistral model
  • Q8 Weight Quantization implementation
  • Improvements to F16 matrix multiplication

New Features

  • Simple Pooling implementation
  • Conv1D module
  • Conv2d module
  • Mistral model support
  • Mistral shell script
  • Q8 Weight Quantization
  • Fix swish function
  • 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