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:

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

Architecture command:

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