Reference implementations of MLPerf™ training benchmarks 机器学习基准测试
Python · active 2023-08-15 → 2026-07-27 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 1078 days from 2023-08-15 to 2026-07-27. Pushes: 70 total, peak 4 in a day. Pull requests: 164 total, peak 20 in a day. Issues: 147 total, peak 11 in a day. Comments: 474 total, peak 34 in a day. Stars: 267 total, peak 4 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
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| ShriyaRishab | 208 | 19 | 37 | 80 |
| ShriyaPalsamudram | 166 | 9 | 14 | 75 |
| hiwotadese | 90 | 13 | 19 | 29 |
| github-actions[bot] | 72 | 0 | 0 | 72 |
| nv-rborkar | 60 | 12 | 13 | 12 |
| Elnifio | 40 | 0 | 7 | 20 |
| nathanw-mlc | 35 | 5 | 5 | 21 |
| dependabot[bot] | 28 | 0 | 15 | 13 |
| ZhiyuLi-goog | 27 | 0 | 1 | 13 |
| mmarcinkiewicz | 23 | 0 | 4 | 11 |
| CarlosGomes98 | 19 | 0 | 4 | 9 |
| ahmadki | 19 | 0 | 9 | 10 |
| mahmoodn | 17 | 0 | 0 | 6 |
| LiSu | 16 | 0 | 3 | 10 |
| nathanwasson | 14 | 9 | 2 | 2 |
| davidjurado | 13 | 0 | 6 | 3 |
| suachong | 8 | 0 | 4 | 1 |
| pgmpablo157321 | 7 | 1 | 2 | 0 |
| morphine00 | 7 | 2 | 2 | 3 |
| rvernica | 7 | 0 | 0 | 2 |
Recent activity
Latest issues, pull requests and releases
- Issue comment#895ShriyaRishab2026-07-24 23:50LLM post training RCP logs and finalized description
- Pull request#875suachong2026-05-10 05:35
- Pull request#868denys-fridman2026-04-16 16:22
- Issue comment#854ShriyaRishab2026-04-09 15:07Errors in submission IDs
- Issue#843ShriyaRishab2026-02-25 22:27Proposal: LLM Billing & Benchmarking Standard (LBBS) — Call for Public Review
- Issue comment#843ShriyaRishab2026-02-25 22:27Proposal: LLM Billing & Benchmarking Standard (LBBS) — Call for Public Review
- Issue comment#854ShriyaRishab2026-02-06 19:25Errors in submission IDs
- Issue comment#854arav-agarwal22026-02-06 19:19Errors in submission IDs
- Issue comment#854ShriyaRishab2026-02-04 21:28Errors in submission IDs
- Issue comment#854arav-agarwal22026-02-04 21:25Errors in submission IDs
- Issue#848ShriyaRishab2026-01-29 22:17How to deal with cherry-picking of results?
- Issue#852ShriyaRishab2026-01-29 22:14Not all submitters seem to be doing peer reviews
- Issue comment#851ShriyaRishab2026-01-29 22:13Should we display which precision was used in which results?
- Issue#849ShriyaRishab2026-01-29 22:08Update supplemental guidelines with "ok" and "not ok" words
- Issue comment#861github-actions[bot]2026-01-14 11:21[WIP] Initial DeepSeek reference implementation
- Pull request#861denys-fridman2026-01-14 11:21
- Issue comment#852ShriyaRishab2026-01-12 19:29Not all submitters seem to be doing peer reviews
- Issue comment#855ShriyaRishab2026-01-12 19:23Make peer review assignments early and share process in review meeting
- Issue comment#854ShriyaRishab2025-12-18 17:32Errors in submission IDs
- Issue comment#860github-actions[bot]2025-12-15 13:55flux dont dropout on val
- Issue comment#854ShriyaRishab2025-12-11 17:54Errors in submission IDs
- Issue comment#858ShriyaRishab2025-12-10 17:33MLPerf LLM Pretrain multi-node test
- Pull request#857ShriyaRishab2025-12-09 17:43
- Issue comment#856github-actions[bot]2025-12-03 14:02DRAFT: Very early GRPO/Reasoning code dump
- Issue#854ShriyaRishab2025-11-26 18:46Errors in submission IDs
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 267 stars here means stars gained during the window, not the repo's star count.