FlashAttention-2, 2x faster than FlashAttention

This page summarizes the projects mentioned and recommended in the original post on news.ycombinator.com

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  1. stable-diffusion-webui

    Stable Diffusion web UI

    It looks like it's already at thing https://github.com/AUTOMATIC1111/stable-diffusion-webui/blob...

  2. CodeRabbit

    CodeRabbit: AI Code Reviews for Developers. Revolutionize your code reviews with AI. CodeRabbit offers PR summaries, code walkthroughs, 1-click suggestions, and AST-based analysis. Boost productivity and code quality across all major languages with each PR.

    CodeRabbit logo
  3. GPU-Puzzles

    Solve puzzles. Learn CUDA.

    I found it helpful to start with CUDA on numba since it lets you write GPU kernels in python. Assuming you're like most ML engineers and you're more familiar with python than C++, this allows you to separately learn CUDA concepts from also learning C++ at the same time. There's also a set of GPU puzzles for beginners [1] using to get started with numba CUDA.

    [1] https://github.com/srush/GPU-Puzzles

  4. xformers

    Hackable and optimized Transformers building blocks, supporting a composable construction.

    This enables V1. V2 is still yet to be integrated into xformers. The team replied saying it should happen this week.

    See the relevant Github issue here: https://github.com/facebookresearch/xformers/issues/795

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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