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@@ -43,3 +43,13 @@ query path; forward differences (n+1 instead of 2n queries) as a cheaper biased ## Citation Paper in preparation ("Backpropagation Without Jacobians"); see the main zobp research repo for the method, theory and part-1/part-3 results. License: Apache-2.0. + +## After the runs (results flow) +Checkpoints stay on the node (`runs/` is gitignored). Collect the small JSONL logs and push them back: +``` +python scripts/collect.py --runs runs --out results/h200node1 +git add results && git commit -m "ladder results" && git push +``` +Analysis (anywhere): `python scripts/plot_ladder.py --results results/h200node1` -> per-run table, loss +curves, and the gap-vs-scale figure (the paper's part-2 headline). If a specific checkpoint is needed for +the estimator audits, scp just that `runs/<name>/ckpt.pt`. |