Token-level Data Filtering & Selective Pretraining of LLMs.
active 2024-04-08 → 2026-06-08 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 792 days from 2024-04-08 to 2026-06-08. Pushes: 11 total, peak 4 in a day. Pull requests: 1 total, peak 1 in a day. Issues: 8 total, peak 1 in a day. Comments: 4 total, peak 1 in a day. Stars: 433 total, peak 87 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 |
|---|---|---|---|---|
| ZubinGou | 13 | 11 | 0 | 1 |
| laiviet | 1 | 0 | 0 | 0 |
| yuezih | 1 | 0 | 0 | 1 |
| har77774 | 1 | 0 | 0 | 0 |
| YiandLi | 1 | 0 | 0 | 0 |
| ahans30 | 1 | 0 | 0 | 0 |
| a1789591 | 1 | 0 | 0 | 1 |
| YangZyyyy | 1 | 0 | 0 | 0 |
| 1596885645 | 1 | 0 | 0 | 0 |
| eltociear | 1 | 0 | 1 | 0 |
| hoangcuong2011 | 1 | 0 | 0 | 1 |
| kai-wen-yang | 1 | 0 | 0 | 0 |
Recent activity
Latest issues, pull requests and releases
- Issue#815968856452025-01-18 01:25May I ask close source is WS's habit?
- Issue comment#1a17895912025-01-14 03:05Code for filtering data
- Issue comment#6yuezih2024-12-28 10:12How to filter out noisy data？
- Issue comment#6hoangcuong20112024-12-22 18:26How to filter out noisy data？
- Issue#7YiandLi2024-11-08 06:29May I ask if there are any plans to share the code for training this model?
- Issue#6YangZyyyy2024-05-14 09:56How to filter out noisy data？
- Issue#5kai-wen-yang2024-05-10 09:10data-level selection
- Issue#4ahans302024-04-19 15:17Actual code for selective language modeling
- Issue#3har777742024-04-15 03:05how to implement loss_slm incode?
- Issue comment#1ZubinGou2024-04-14 06:53Code for filtering data
- Issue#1ZubinGou2024-04-14 06:53Code for filtering data
- Pull request#2eltociear2024-04-12 14:59
- Issue#1laiviet2024-04-12 12:08Code for filtering data
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 433 stars here means stars gained during the window, not the repo's star count.