Measuring how well CLI agents like Claude Code or Codex CLI can post-train base LLMs on a single H100 GPU in 10 hours
active 2026-05-29 → 2026-06-04 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 7 days from 2026-05-29 to 2026-06-04. Pushes: 11 total, peak 4 in a day. Pull requests: 0 total, peak 0 in a day. Issues: 0 total, peak 0 in a day. Comments: 4 total, peak 2 in a day. Stars: 0 total, peak 0 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 |
|---|---|---|---|---|
| shauryr | 15 | 11 | 0 | 4 |
Recent activity
Latest issues, pull requests and releases
- Issue comment#14shauryr2026-06-04 22:37Preemption: requeue-and-exit (cooperate with SLURM) instead of respawn-in-place
- Issue comment#13shauryr2026-06-03 23:19Preemption resilience: SLURM requeue + respawn-on-signal + resume + tail-idempotency
- Issue comment#11shauryr2026-06-02 22:54Lock training depth: make the dataset the only variable (drop --max-steps + recipe gate)
- Issue comment#10shauryr2026-06-02 22:13run_task.sh: write data-eng experiments/ through to Weka (never lose expensive work)
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 0 stars here means stars gained during the window, not the repo's star count.