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SOTA low-bit LLM quantization (INT8/FP8/MXFP8/INT4/MXFP4/NVFP4) & sparsity; leading model compression techniques on TensorFlow, PyTorch, and ONNX Runtime

Python · active 2023-08-152026-08-21 (UTC)

Complete coverage26,550 / 26,550 hourly files (100%) · 2 absent upstream2023-08-152026-08-25 (UTC)
Events
18.3K
Pushes
7.3K
Pull requests
2K
Issues
188
Stars
1.3K
Forks
142

Activity over time

Daily event counts in the loaded window

Line chart, 1103 days from 2023-08-15 to 2026-08-21. Pushes: 7,272 total, peak 83 in a day. Pull requests: 2,006 total, peak 22 in a day. Issues: 188 total, peak 11 in a day. Comments: 2,543 total, peak 39 in a day. Stars: 1,276 total, peak 18 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
chensuyue2.4K1.1K655270
yiliu301.7K725219425
xin3he1.6K698179327
Kaihui-intel1.2K704188156
github-actions[bot]1K7280263
pre-commit-ci[bot]93993270
XuehaoSun72436914958
yuwenzho6083445599
mengniwang955153064784
violetch243782824522
zehao-intel3622616613
thuang63573530125
wenhuach21282109973
changwangss203533850
hshen14186161753
yintong-lu184149184
WeiweiZhang1152652625
n1ck-guo146872810
YIYANGCAI125791813
Copilot1205239

Recent activity

Latest issues, pull requests and releases

  • Pull request#2476dependabot[bot]2026-05-22 05:46
  • Issue comment#2475dependabot[bot]2026-05-22 05:41
    Bump the pip group across 7 directories with 2 updates
  • Pull request#2470chensuyue2026-05-22 05:38
  • Pull request#2470chensuyue2026-05-15 05:54
  • Pull request#2464dependabot[bot]2026-05-08 18:48
  • Issue comment#2447azure-pipelines[bot]2026-04-15 10:02
    Adapt PT2E Migration
  • Issue comment#2447azure-pipelines[bot]2026-04-15 07:34
    Adapt PT2E Migration
  • Pull request#2447yiliu302026-04-14 02:10
  • Issue comment#2446wpietka2026-04-13 06:33
    Add model saving and loading unit tests
  • Pull request#2441chensuyue2026-04-03 07:46
  • Pull request#2433Kaihui-intel2026-03-25 08:20
  • Issue comment#2438jklawikowski2026-03-25 00:31
    GAUDISW-246469 Enable GPT-OSS 20b/120b in Nightly
  • Pull request#2434Kaihui-intel2026-03-23 01:42
  • Pull request#2434Kaihui-intel2026-03-20 06:49
  • Pull request#2433Kaihui-intel2026-03-20 05:18
  • Pull request#2432chensuyue2026-03-20 02:39
  • Pull request#2427chensuyue2026-03-17 06:34
  • Pull request#2426Kaihui-intel2026-03-16 05:52
  • Pull request#2424chensuyue2026-03-13 07:20
  • Pull request#2423chensuyue2026-03-13 03:39
  • Pull request#2422mengniwang952026-03-12 07:28
  • Pull request#2421chensuyue2026-03-12 01:16
  • Pull request#2417chensuyue2026-03-10 02:46
  • Pull request#2417chensuyue2026-03-06 07:33
  • Issue comment#2415Copilot2026-03-05 03:37
    Complete Google-style docstrings across neural_compressor

Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 1,276 stars here means stars gained during the window, not the repo's star count.