Reproducible edge LLM profiling/benchmark toolkit (KV/attention memory + prefill/decode breakdown) to pinpoint NPU bottlenecks, plus a minimal graph-capture export for v2/static-graph IR design & validation.
C++ · active 2025-02-26 → 2026-08-05 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 526 days from 2025-02-26 to 2026-08-05. Pushes: 141 total, peak 5 in a day. Pull requests: 252 total, peak 12 in a day. Issues: 78 total, peak 14 in a day. Comments: 568 total, peak 39 in a day. Stars: 348 total, peak 6 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 |
|---|---|---|---|---|
| coderabbitai[bot] | 488 | 0 | 0 | 363 |
| chenghuaWang | 376 | 110 | 172 | 76 |
| oreomaker | 74 | 22 | 28 | 18 |
| huangzhenhua111 | 17 | 0 | 1 | 16 |
| yangyyj | 16 | 0 | 0 | 8 |
| UbiquitousLearning | 15 | 2 | 5 | 1 |
| hb-jw | 13 | 0 | 0 | 12 |
| yirongjie | 10 | 3 | 4 | 0 |
| Lucyliu1234 | 7 | 0 | 0 | 6 |
| kjh2159 | 7 | 0 | 0 | 5 |
| guoguo1314 | 6 | 0 | 0 | 6 |
| PiaoAdmin | 5 | 0 | 5 | 0 |
| singlecatlmx | 5 | 0 | 0 | 3 |
| 970814 | 4 | 0 | 0 | 2 |
| jialilve | 4 | 0 | 4 | 0 |
| FarmersWrap | 4 | 0 | 2 | 1 |
| zyf-gh | 4 | 0 | 0 | 2 |
| celestia19881 | 4 | 0 | 0 | 1 |
| Copilot | 4 | 0 | 0 | 2 |
| zjj6084bty | 3 | 0 | 0 | 3 |
Recent activity
Latest issues, pull requests and releases
- Issue comment#651ZhanManqiu2026-05-29 15:35Development Roadmap (2026 H1)
- Issue comment#673coderabbitai[bot]2026-05-06 04:39fix(ascend):update README
- Issue comment#672coderabbitai[bot]2026-05-01 06:33Add Gemma3n text-only native server path
- Pull request#672Grape2032026-05-01 06:33
- Issue#668Fuccy12026-04-28 05:34QNN AOT 是否支持qwen2-vl系列模型转化为QNN格式
- Issue comment#668chenghuaWang2026-04-25 16:17QNN AOT 是否支持qwen2-vl系列模型转化为QNN格式
- Issue#669celestia198812026-04-19 04:06无法使用overlayfs实现./vendor路径挂载
- Issue comment#669celestia198812026-04-19 04:06无法使用overlayfs实现./vendor路径挂载
- Issue comment#669chenghuaWang2026-04-19 03:17无法使用overlayfs实现./vendor路径挂载
- Issue#669celestia198812026-04-15 02:57无法使用overlayfs实现./vendor路径挂载
- Pull request#667xumengwei2026-04-12 02:50
- Issue comment#667coderabbitai[bot]2026-04-12 00:32Fix link to Issues section in README
- Issue#664celestia198812026-04-06 11:43由于PTQPass 在量化阶段 SIGABRT（libMllmQNNBackend.so 里 abort），导致qwen3-1.7B-lpbq-sha.bin 无法产出。
- Pull request#663jialilve2026-04-05 17:04
- Issue comment#651chenghuaWang2026-03-29 13:28Development Roadmap (2026 H1)
- Issue comment#660Grape2032026-03-26 02:17Add datasets compatibility checks for Qualcomm calibration runners
- Issue comment#659chenghuaWang2026-03-24 05:39QNN-AOT Qwen3-4B not working
- Issue comment#658Lucyliu12342026-03-23 00:52QNN AOT 在 W4A16 路径下大量算子 dtype 组合不合法，导致 validateOpConfig failed 3110
- Pull request#657FarmersWrap2026-03-22 00:50
- Issue comment#656coderabbitai[bot]2026-03-20 23:46fix(pymllm): fix RadixCache evictable size accounting bug
- Pull request#656FarmersWrap2026-03-20 23:45
- Pull request#650wennitao2026-03-11 00:57
- Issue#648ThinkOffApp2026-03-08 15:41Related project: AI agent on Galaxy Watch with 2.8 MB binary
- Issue comment#639huangzhenhua1112026-03-01 04:06feat(benchmark): Add CPU benchmark tool with context length sweep
- Issue comment#639huangzhenhua1112026-03-01 04:03feat(benchmark): Add CPU benchmark tool with context length sweep
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 348 stars here means stars gained during the window, not the repo's star count.