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快速且节省内存的精度 关注 Fast and memory-efficient exact attention

Python · active 2025-04-062026-08-09 (UTC)

Partial coverage11,168 / 11,805 hourly files (95%) · 2 absent upstream · 634 failed, retryable2025-04-052026-08-10 (UTC)— sampled evenly across the window, so rankings and trends hold; absolute counts scale up.
Events
6.1K
Pushes
642
Pull requests
257
Issues
238
Stars
2.9K
Forks
374

Activity over time

Daily event counts in the loaded window

Line chart, 491 days from 2025-04-06 to 2026-08-09. Pushes: 642 total, peak 43 in a day. Pull requests: 257 total, peak 6 in a day. Issues: 238 total, peak 4 in a day. Comments: 1,290 total, peak 20 in a day. Stars: 2,909 total, peak 26 in a day.

  • Pushes
  • Pull requests
  • Issues
  • Comments
  • Stars

Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.

Top contributors

Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity

ContributorContributionsPushesPRsComments
tridao54423327215
drisspg50224266100
jayhshah146881531
johnnynunez6901154
ko3n1g615740
Johnsonms4818813
v0i0282310
reubenconducts2801112
guilhermeleobas210018
Copilot200011
Alkaid-Benetnash18057
janeyx9917009
henrylhtsang15057
micmelesse140311
Edenzzzz13017
chatgpt-codex-connector[bot]130012
vadimkantorov120010
Luciennnnnnn12019
blake-snc11027
loscrossos10009

Recent activity

Latest issues, pull requests and releases

  • Issue comment#2653hebo12212026-07-24 06:03
    _flash_attn_fwd/_flash_attn_bwd: DSLRuntimeError — window_size_left/right expects Int32 but gets plain Python int
  • Issue comment#2427alex-ht2026-07-01 05:09
    Support head_dim=512 for Gemma 4 global attention layers
  • Pull request#2662sryap2026-06-16 22:29
  • Issue comment#2635Johnsonms2026-06-15 00:16
    Training Extremely Slow on Qwen3.5-35B-A3B + 8×B300 (280s/step), py-spy Shows FlashAttention-4 CUTLASS JIT Compilation During Backward
  • Issue comment#2578Edenzzzz2026-06-06 05:24
    [Cute,Fwd,Sm100] Fix FP8 precision loss at tile boundaries
  • Pull request#2629jayhshah2026-06-05 23:36
  • Issue comment#2416vient2026-06-05 21:19
    Fix SM120 forward pass crash: parent __init__ overwrites arch, enabling unsupported TMA path
  • Pull request#2627Johnsonms2026-06-04 22:51
  • Pull request#2626Luosuu2026-06-04 22:16
  • Pull request#2620micmelesse2026-06-02 22:46
  • Issue comment#2611Johnsonms2026-06-01 02:29
    [FA4] cute varlen backward: int32 overflow in `_bwd_preprocess` corrupts `dQ/dK/dV` when `dout` has a large outer stride
  • Issue comment#2611jayhshah2026-06-01 01:50
    [FA4] cute varlen backward: int32 overflow in `_bwd_preprocess` corrupts `dQ/dK/dV` when `dout` has a large outer stride
  • Issue#2607trufflez5652026-05-31 00:45
    buy crypto with credit card without OTP verification
  • Pull request#2595Luosuu2026-05-28 23:41
  • Issue comment#2588chejh-amd2026-05-26 05:19
    [ROCm] gfx1201 compilation failure - v_cmp_u_f32 invalid
  • Issue comment#2588UFO05062026-05-26 02:17
    [ROCm] gfx1201 compilation failure - v_cmp_u_f32 invalid
  • Issue#2591Johnsonms2026-05-26 01:26
    [FA4, CuTe, SM100] `_flash_attn_fwd` fails at launch for `head_dim < 32` on B200
  • Pull request#2594Johnsonms2026-05-26 01:19
  • Issue comment#2589lingolin1282026-05-25 08:02
    Use is_family_of for sm_90 and sm_103 arch checks
  • Issue#2588UFO05062026-05-25 05:24
    [ROCm] gfx1201 compilation failure - v_cmp_u_f32 invalid
  • Pull request#2572ocss8842026-05-24 22:55
  • Pull request#2261reubenconducts2026-05-24 01:26
  • Issue comment#188anasmohiuddinsyed-bit2026-05-24 01:05
    Error in setup.py when installing the package from a fresh conda environment
  • Pull request#2585factnn2026-05-23 12:13
  • Pull request#2584sryap2026-05-22 22:40

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 2,909 stars here means stars gained during the window, not the repo's star count.