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ring-attention-pytorch

github.com

Implementation of πŸ’ Ring Attention, from Liu et al. at Berkeley AI, in Pytorch

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  1. ring-flash-attention

    Ring attention implementation with flash attention

    GitHubμŠ€νƒ€ 1,067github.comμ˜€ν”ˆμ†ŒμŠ€μ΅œκ·Ό λ°˜μ‘

  2. native-sparse-attention-pytorch

    Implementation of the sparse attention pattern proposed by the Deepseek team in their "Native Sparse Attention" paper

    GitHubμŠ€νƒ€ 816github.comμ˜€ν”ˆμ†ŒμŠ€μ΅œκ·Ό λ°˜μ‘

  3. FlashQLA

    high-performance linear attention kernel library built on TileLang

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  4. attention-gym

    Helpful tools and examples for working with flex-attention

    GitHubμŠ€νƒ€ 1,264github.comμ˜€ν”ˆμ†ŒμŠ€μ΅œκ·Ό λ°˜μ‘

  5. cuLA

    CUDA kernels for linear attention variants, written in CuTe DSL and CUTLASS C++.

    GitHubμŠ€νƒ€ 560github.comμ˜€ν”ˆμ†ŒμŠ€μ΅œκ·Ό λ°˜μ‘