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0.2

roboflow/rf-detr0.2Mar 1, 2024by jafioti

AI Summary

This release introduces a wide range of new features to the Luminal deep learning framework, including Conv1D and Conv2d modules, Simple Pooling implementation, and support for the Mistral AI model. It also includes improvements to matmul operations and Q8 weight quantization.

Key Highlights

  • Simple Pooling implementation added
  • Conv1D and Conv2d modules added
  • Mistral AI model support added
  • Q8 Weight Quantization support
  • F16 matmul improvements

New Features

  • Simple Pooling
  • 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