flash-attention family prebuilt wheels (mirror)

Byte-identical mirror of prebuilt attention wheels that Odyssey training projects install, re-hosted on the Hugging Face CDN because the GitHub release-asset endpoint they used to be fetched from times out mid-download often enough to break uv sync.

Nothing here is rebuilt or repackaged. Each file is the exact upstream artifact, so a uv.lock hash pinned against the original GitHub URL keeps validating after the URL swap.

Consuming

Reference a wheel by direct URL in [tool.uv.sources]:

flash-attn = [
    { url = "https://huggingface.co/gueraf/flash-attn-wheels/resolve/main/wheels/v2.8.3/flash_attn-2.8.3+cu12torch2.9cxx11abiTRUE-cp312-cp312-linux_x86_64.whl", marker = "python_full_version == '3.12.*' and platform_machine == 'x86_64' and sys_platform == 'linux'" },
]

The repo is public, so no HF_TOKEN is needed at install time.

Paths keep the upstream release tag as a directory (wheels/<upstream-tag>/<filename>). That is load-bearing: dev-c914365-p1 and dev-c914365-p2 both publish a wheel named flash_attn-2.8.3+cu12torch2.9cxx11abiTRUE-cp310-cp310-linux_x86_64.whl, and a flat layout would silently collapse the two into one.

Contents

wheel upstream source sha256 bytes integrity
wheels/v2.8.3/flash_attn-2.8.3+cu12torch2.9cxx11abiTRUE-cp312-cp312-linux_aarch64.whl Dao-AILab/flash-attention @ v2.8.3 db81083bcc579753140c647fecfb082919b0cce746f9c355af4e37e965e9c224 253,510,452 lock-pinned
wheels/v2.8.3/flash_attn-2.8.3+cu12torch2.9cxx11abiTRUE-cp312-cp312-linux_x86_64.whl Dao-AILab/flash-attention @ v2.8.3 4e2f9e39313266b1544b68138b15b91ee6221eccf14f7902b7c6620351340810 253,780,426 lock-pinned
wheels/build_block_sparse_attn-9790137a9e8a41497c8dc6ba77b69d3bbda443ec/block_sparse_attn-0.0.2-cp310-cp310-linux_x86_64.whl gueraf/block_sparse_attn_wheels @ build_block_sparse_attn-9790137a9e8a41497c8dc6ba77b69d3bbda443ec 6740e88f22c76c37b56279524c2a646ba5808403696f2dd2b93a1da7b9523a3c 146,569,645 lock-pinned
wheels/build_block_sparse_attn-c07912b9d5a5edf7cbbc6a5f52cb74c0f2e28539/block_sparse_attn-0.0.2-cp310-cp310-linux_aarch64.whl gueraf/block_sparse_attn_wheels @ build_block_sparse_attn-c07912b9d5a5edf7cbbc6a5f52cb74c0f2e28539 87927036c66e7a4d50c9868acbea7e8cdec23a2bf117d594be657262b2045616 146,521,114 lock-pinned
wheels/dev-3200363/flash_attn_cute-0.1.0+cu12torch2.9cxx11abiTRUE-py3-none-any.whl gueraf/flash-attention @ dev-3200363 bd83bc4beb7d5362fe9ed3da61fccd29b1af9f9ae7004b01499a4b7b46be7215 182,051 lock-pinned
wheels/dev-6d2aa14/flash_attn_3-3.0.0b1+cu12torch2.9cxx11abiFALSE-cp39-abi3-linux_aarch64.whl gueraf/flash-attention @ dev-6d2aa14 a53829c72541af41ac1e913ae297af645b78b4733db88b193278b3cf80cdff8d 136,313,327 CRC-only
wheels/dev-800184d/flash_attn-2.8.3+cu12torch2.9cxx11abiFALSE-cp312-cp312-linux_aarch64.whl gueraf/flash-attention @ dev-800184d 2ccc609a128edd7765451546748ff3ea69bc97a21a786560cbeacfba5de356e3 431,304,990 lock-pinned
wheels/dev-800184d/flash_attn-2.8.3+cu12torch2.9cxx11abiFALSE-cp312-cp312-linux_x86_64.whl gueraf/flash-attention @ dev-800184d 8883f73ae90b07d3b852f71ee54097e2be19f79689b8c52fd668484dd87f9509 431,435,070 lock-pinned
wheels/dev-a4613c2/flash_attn_3-3.0.0b1+cu12torch2.9cxx11abiFALSE-cp39-abi3-linux_x86_64.whl gueraf/flash-attention @ dev-a4613c2 872b4038c08bebf142b421fde991202b3c4e118c7a58a1d94df157af1883f27c 440,103,608 lock-pinned
wheels/dev-a4613c2/flash_attn_3-3.0.0b1+cu12torch2.9cxx11abiTRUE-cp39-abi3-linux_x86_64.whl gueraf/flash-attention @ dev-a4613c2 5a3f9fbe85984b4a85ae6d4da6c9807b1d1aa3df734dc50584c9e9792e5f2450 440,102,686 lock-pinned
wheels/dev-c914365-p1/flash_attn-2.8.3+cu12torch2.9cxx11abiTRUE-cp310-cp310-linux_x86_64.whl gueraf/flash-attention @ dev-c914365-p1 a22647dc014c4da15e5418bcd05f4a82ea6c9e86e4351df7be32e82a262ece1c 431,372,399 lock-pinned
wheels/dev-c914365-p2/flash_attn-2.8.3+cu12torch2.9cxx11abiTRUE-cp310-cp310-linux_x86_64.whl gueraf/flash-attention @ dev-c914365-p2 decd5fb84253cefdb2d766458085fbe31d7cda0567024f3506174d045bd10183 431,370,887 lock-pinned
wheels/dev-c914365-p2/flash_attn-2.8.3+cu12torch2.9cxx11abiTRUE-cp312-cp312-linux_x86_64.whl gueraf/flash-attention @ dev-c914365-p2 00aa9b64bdb1cab24186d3839307b3bec8fbe6c234c60f3147f09fce9e075cb6 431,390,042 lock-pinned

integrity records how each file was checked when mirrored:

  • lock-pinned โ€” the sha256 above equals the hash an existing uv.lock in the odyssey repo already pinned for the upstream URL, so the bytes are provably the ones every project was already resolving.
  • CRC-only โ€” no uv.lock pinned this URL (the pyprojects referencing it resolve x86_64-only, so the aarch64 wheel never entered a lock). It was verified by a full zip CRC pass instead. Flagged rather than filled in from the row beside it, because an unfalsifiable check is worse than a named gap.

An HTTP 200 is not integrity evidence here: one wheel in this set first arrived truncated (209,605,440 of 253,510,452 bytes) with a 200 status, and only the sha256 comparison caught it.

Adding a wheel

Download from upstream, verify its sha256 against the upstream checksum or an existing lock pin, upload under wheels/<upstream-tag>/ keeping the original filename, and add a row above.

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