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0.2

potpie-ai/potpie0.2Mar 1, 2024by jafioti

AI Summary

A comprehensive update to Luminal (deep learning framework) featuring pooling implementations, convolution modules, Mistral support, and weight quantization.

Key Highlights

  • Implemented Simple Pooling.
  • Added Conv1D and Conv2D modules.
  • Added support for the Mistral model.
  • Implemented Q8 Weight Quantization.
  • Fixed Swish activation function.

New Features

  • Simple Pooling
  • Conv1D and Conv2D Modules
  • Mistral Support
  • Q8 Weight Quantization

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