Accelerating LLMs 10x with Pure PyTorch: No Custom Libraries
JarvisLabs AI JarvisLabs AI
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 Published On Premiered Sep 14, 2024

Discover how to supercharge your Large Language Models with native PyTorch! In this video, we break down the techniques from the PyTorch team's recent blog post "Accelerating Generative AI with PyTorch II: GPT, Fast".
🚀 Learn about:

● Native PyTorch optimizations for a 10x speed increase
● Reduce CPU overhead with torch.compile
● Int8 weight-only quantization
● Speculative decoding
● Tensor Parallelism

🔗 Resources Mentioned:

Pytorch blog: https://pytorch.org/blog/accelerating...
Github: https://github.com/pytorch-labs/gpt-fast

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