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Add Blogs and Videos section #460

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Jun 28, 2024
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Add Blogs and Videos section #460

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Add Blogs and Videos section
msaroufim Jun 28, 2024
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Update README.md
msaroufim Jun 28, 2024
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msaroufim Jun 28, 2024
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Expand Up @@ -116,6 +116,13 @@ python setup.py install
* [vayuda](https://github.com/vayuda) with generic bitpacking kernels that were code generated using pure PyTorch [prototype/common](torchao/prototype/common)
* [andreaskopf](https://github.com/andreaskoepf) and [melvinebenezer](https://github.com/melvinebenezer) with [1 bit LLMs](torchao/prototype/dtypes) Bitnet 1.58 bitpacked into uint2 and fully code-generated with torch.compile

## Blogs and Videos
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can we remove the section on "With intrusive code changes" since the content is duplicated here?

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I removed the fast blogs from here instead, I'd rather keep the instrusive code changes because I want people to understand up front that our perf benchmarks are without changing the baseline

* [Accelerating Neural Network Training with Semi-Structured (2:4) Sparsity](https://pytorch.org/blog/accelerating-neural-network-training/)
* [https://mobiusml.github.io/whisper-static-cache-blog/](https://mobiusml.github.io/whisper-static-cache-blog/)
* [Slaying OOMs at the Mastering LLM's course](https://x.com/HamelHusain/status/1800315287574847701)
* [Advanced Quantization at CUDA MODE](https://youtu.be/1u9xUK3G4VM?si=4JcPlw2w8chPXW8J)
* [Chip Huyen's GPU Optimization Workshop](https://www.youtube.com/live/v_q2JTIqE20?si=mf7HeZ63rS-uYpS6)

## How to contribute

This repository is currently under heavy development
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