repro-bundle/JOBS.md

# Hugging Face Jobs audit trail

All runs used the authenticated `SabaPivot` namespace on 2026-07-21.

| Purpose | Job | Hardware | Runtime | Result |
| --- | --- | --- | ---: | --- |
| Infrastructure canary | https://huggingface.co/jobs/SabaPivot/6a5f1ee413e6ef894d549757 | CPU basic | 0 s | completed |
| Core claims, 64 seeds | https://huggingface.co/jobs/SabaPivot/6a5f2044d09dc1f57c6bed22 | Tesla T4 | 41 s | completed; `/results/core` persisted |
| Architecture spectra, first attempt | https://huggingface.co/jobs/SabaPivot/6a5f205113e6ef894d549760 | Tesla T4 | 63 s | inference completed; write failed after bucket leaf refresh |
| Architecture spectra, corrected retry | https://huggingface.co/jobs/SabaPivot/6a5f2198d09dc1f57c6bed3c | Tesla T4 | 59 s | completed; `/results/architecture` persisted |

Core command:

```bash
uv run --with numpy --with torch /data/core_repro.py --output /results/core --reps 64 --seed 23301 --backend torch
```

Architecture command:

```bash
uv run /data/architecture_spectra.py --output /results/architecture --samples 1000 --batch-size 32
```

Results: https://huggingface.co/buckets/SabaPivot/repro-what-makes-a-strong-model-results

Staged job inputs: https://huggingface.co/buckets/SabaPivot/jobs-artifacts