Exploring Lecture 12 Flash Attention

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  • Lecture 12
  • Speaker: Charles Frye From the Modal team: https://modal.com/blog/reverse-engineer-
  • Several LLMs have used long context: GPT-4 (32k), MosaicML's MPT (65k), Anthropic's Claude (100k). But
  • FlashAttention is an IO-aware algorithm for computing
  • In

In-Depth Information on Lecture 12 Flash Attention

Um so hi everyone like welcome to In this video, I'll be deriving and coding Speaker: Jay Shah Slides: https://github.com/cuda-mode/lectures Correction by Jay: "It turns out I inserted the wrong image for the ... Code: https://github.com/priyammaz/TritonKernels/blob/main/6_flash_attention_pseudocode.py

This video explains FlashAttention-1, FlashAttention-2, and FlashAttention-3 in a clear, visual, step-by-step way. We look at why ...

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