Parallel Scaling Law for Language Model — Beyond Parameter and Inference Time Scaling
active 2025-05-16 → 2026-05-28 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 378 days from 2025-05-16 to 2026-05-28. Pushes: 0 total, peak 0 in a day. Pull requests: 1 total, peak 1 in a day. Issues: 6 total, peak 3 in a day. Comments: 8 total, peak 3 in a day. Stars: 186 total, peak 24 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 |
|---|---|---|---|---|
| BiggHeadd | 4 | 0 | 0 | 3 |
| carefree0910 | 2 | 0 | 0 | 1 |
| YangYangGirl | 2 | 0 | 1 | 0 |
| XenoZLH | 1 | 0 | 0 | 1 |
| opaidaai | 1 | 0 | 0 | 0 |
| Keytoyze | 1 | 0 | 0 | 1 |
| Kenwwww | 1 | 0 | 0 | 1 |
| TjuJianyu | 1 | 0 | 0 | 0 |
| HollowMan6 | 1 | 0 | 0 | 0 |
Recent activity
Latest issues, pull requests and releases
- Issue comment#2XenoZLH2025-12-31 08:44How to apply ParScale to Off-the-Shelf Pre-Trained Model
- Pull request#11YangYangGirl2025-08-21 05:55
- Issue comment#2Hyacehila2025-07-23 17:28How to apply ParScale to Off-the-Shelf Pre-Trained Model
- Issue#10YangYangGirl2025-07-15 06:22Confirming prefix reparameterization implementation in ParScale
- Issue#8opaidaai2025-06-04 19:22how to train ParScale model?
- Issue#5HollowMan62025-05-24 02:42ParScale for Qwen3
- Issue comment#2BiggHeadd2025-05-22 02:29How to apply ParScale to Off-the-Shelf Pre-Trained Model
- Issue comment#2BiggHeadd2025-05-22 02:24How to apply ParScale to Off-the-Shelf Pre-Trained Model
- Issue comment#2Kenwwww2025-05-21 02:56How to apply ParScale to Off-the-Shelf Pre-Trained Model
- Issue comment#3Keytoyze2025-05-20 04:16Worthful citations
- Issue comment#2BiggHeadd2025-05-20 03:42How to apply ParScale to Off-the-Shelf Pre-Trained Model
- Issue#2BiggHeadd2025-05-20 03:42How to apply ParScale to Off-the-Shelf Pre-Trained Model
- Issue comment#1carefree09102025-05-20 01:39Initialization of `prefix_k`
- Issue#1carefree09102025-05-20 01:39Initialization of `prefix_k`
- Issue#3TjuJianyu2025-05-20 01:24Worthful citations
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 186 stars here means stars gained during the window, not the repo's star count.