总结短文档时，LLM模型产生幻觉表现的排行榜
Python · active 2025-03-22 → 2026-05-27 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 432 days from 2025-03-22 to 2026-05-27. Pushes: 364 total, peak 14 in a day. Pull requests: 35 total, peak 2 in a day. Issues: 13 total, peak 1 in a day. Comments: 15 total, peak 1 in a day. Stars: 645 total, peak 89 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 |
|---|---|---|---|---|
| ahmed-d8k | 299 | 279 | 20 | 0 |
| ofermend | 54 | 26 | 8 | 2 |
| github-actions[bot] | 18 | 18 | 0 | 0 |
| forrestbao | 15 | 13 | 0 | 2 |
| cyx96 | 4 | 2 | 2 | 0 |
| TomLucidor | 4 | 0 | 0 | 2 |
| williamberrios | 3 | 0 | 0 | 2 |
| BradKML | 2 | 0 | 0 | 1 |
| Cameron7195 | 2 | 0 | 0 | 1 |
| lukestanley | 1 | 0 | 0 | 0 |
| myallure0322 | 1 | 0 | 0 | 0 |
| alwahedlast-max | 1 | 0 | 0 | 0 |
| andrejv87 | 1 | 0 | 0 | 0 |
| croviatrust | 1 | 0 | 0 | 0 |
| steveviuv | 1 | 0 | 0 | 1 |
| Expertium | 1 | 0 | 0 | 1 |
| gmjn-dvlp | 1 | 0 | 0 | 0 |
| Kensuke-Mitsuzawa | 1 | 0 | 0 | 1 |
Recent activity
Latest issues, pull requests and releases
- Issue#184TomLucidor2026-04-25 00:18Adding smaller Qwen3.5 models
- Issue#182croviatrust2026-03-21 07:05📋 Documentation Enhancement Suggestion
- Pull request#178ahmed-d8k2026-03-04 20:49
- Pull request#176ahmed-d8k2026-02-23 17:21
- Pull request#172ahmed-d8k2026-02-06 00:31
- Pull request#170ahmed-d8k2026-01-30 08:00
- Pull request#166ahmed-d8k2026-01-06 14:39
- Pull request#165ahmed-d8k2025-12-18 08:19
- Issue comment#164TomLucidor2025-12-18 06:36Inclusion of LLaDA 2.0 and other Diffusion LLMs
- Issue#164TomLucidor2025-12-18 06:11Inclusion of LLaDA 2.0 and other Diffusion LLMs
- Pull request#163ahmed-d8k2025-12-16 23:56
- Pull request#161ahmed-d8k2025-12-12 02:07
- Pull request#159ahmed-d8k2025-12-05 21:48
- Pull request#158ahmed-d8k2025-12-03 19:36
- Pull request#153ahmed-d8k2025-11-20 01:03
- Issue comment#137TomLucidor2025-10-27 04:13Why did you use a temperature of 0?
- Pull request#152ahmed-d8k2025-10-16 20:47
- Issue comment#149BradKML2025-10-08 01:25Question on open-weight Hallouicinations
- Pull request#151ofermend2025-10-07 19:22
- Pull request#151ahmed-d8k2025-10-07 18:54
- Issue#149BradKML2025-10-06 05:11Question on open-weight Hallouicinations
- Pull request#148ofermend2025-09-30 21:10
- Pull request#148ahmed-d8k2025-09-30 18:48
- Issue#146andrejv872025-09-05 07:15When will deafult free ChatGPT-5 model be tested?
- Pull request#145ofermend2025-08-25 16:50
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 645 stars here means stars gained during the window, not the repo's star count.