[NeurIPS'24 Spotlight] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention, which reduces inference latency by up to 10x for pre-filling on an A100 while maintaining accuracy.
active 2024-07-03 → 2026-09-11 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 801 days from 2024-07-03 to 2026-09-11. Pushes: 119 total, peak 9 in a day. Pull requests: 117 total, peak 8 in a day. Issues: 151 total, peak 6 in a day. Comments: 308 total, peak 22 in a day. Stars: 1,071 total, peak 75 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 |
|---|---|---|---|---|
| iofu728 | 348 | 91 | 97 | 132 |
| Copilot | 71 | 0 | 0 | 38 |
| copilot-pull-request-reviewer[bot] | 33 | 0 | 0 | 5 |
| liyucheng09 | 29 | 24 | 5 | 0 |
| lepangdan | 19 | 0 | 0 | 10 |
| qiling1345 | 17 | 0 | 0 | 4 |
| unicorneeee | 13 | 0 | 0 | 9 |
| rainstorm12 | 11 | 0 | 0 | 5 |
| HayeonLee | 9 | 0 | 0 | 3 |
| HalberdOfPineapple | 8 | 4 | 3 | 1 |
| crazyofapple | 7 | 0 | 0 | 5 |
| junior-zsy | 7 | 0 | 0 | 3 |
| microsoft-github-policy-service[bot] | 7 | 0 | 0 | 7 |
| zerolllin | 5 | 0 | 2 | 2 |
| YLGH | 5 | 0 | 0 | 2 |
| susu1210 | 5 | 0 | 0 | 4 |
| Code24Man | 5 | 0 | 0 | 4 |
| cyLi-Tiger | 5 | 0 | 0 | 4 |
| SimJeg | 5 | 0 | 0 | 4 |
| johnnynunez | 5 | 0 | 3 | 2 |
Recent activity
Latest issues, pull requests and releases
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 1,071 stars here means stars gained during the window, not the repo's star count.