Alpamys 740832e1b4 feat(unlearn/edit): v0.61.0 — Unlearning & Knowledge Edit (NPO/SimNPO/RMU + ROME/MEMIT/AlphaEdit) ... 5 Parts shipping schema + CLI surface for two of the most under-served axes in fine-tuning: GDPR right-to-be-forgotten unlearning (the legal-liability axis upstream TRL avoids) and surgical knowledge editing (research-coded everywhere, productized nowhere). Schema-only release; live trainer + kernel wiring deferred to v0.61.1 (matches established v0.50.0 / v0.52.0 / v0.53.0 stub-then-live cadence). Part A — task='unlearn' + NPO/SimNPO/RMU allowlist + UnlearnTrainerWrapper + data.forget_set / data.retain_set + training.unlearn_method/_alpha Part B — soup eval unlearning (TOFU/MUSE/WMDP) with Forget Quality + Model Utility + PrivLeak kernels + OK/MINOR/MAJOR taxonomy; bundled TOFU mini-fixture under soup_cli/data/_fixtures/unlearning/ Part C — soup edit set (ROME/MEMIT/AlphaEdit) + EditPlan + per-method default layer; --plan-only ships live, apply_edit kernel deferred Part D — Sequential edit governor: norm-blowup detection (OK/WARN/BLOWUP), auto-switch ROME→AlphaEdit at edit#10 or BLOWUP, refuses past cap Part E — soup edit diff: cwd-contained probe loader, atomic JSONL out, shape + table renderer (live before/after generation v0.61.1) Net: +125 tests (9446 → 9571), +5 utility modules + 1 trainer wrapper + 2 commands. Review-fix coverage: 0 CRITICAL + 5 HIGH + 11 MEDIUM + 11 LOW. All ruff + pytest green; Step 6 smokes (CLI plumbing + happy paths + 5 schema rejection paths) confirmed end-to-end. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>		2026-05-19 15:16:15 +05:00
..
tofu_demo.jsonl	feat(unlearn/edit): v0.61.0 — Unlearning & Knowledge Edit (NPO/SimNPO/RMU + ROME/MEMIT/AlphaEdit)	2026-05-19 15:16:15 +05:00