russell@unturf.com
70ecda3d6c
arborist/qa/nli/ — SHADOW ONLY (never an audit_mode input; manifest not yet in governance_policy_hash per §7 #2). manifest.json pins cross-encoder/nli-MiniLM2-L6-H768 @ a fixed HF revision + the bench-validated θc 0.5/θe 0.9 + 2 alternates + the Phase-3 TODO; shadow.py = ShadowNLI/shadow_check (lazy transformers+torch behind a new [nli] extra, clauses() segmenter, the §7 #5 clause-level Demote() decision, degrades to available=False when [nli] absent); bench/scripts/nli_shadow_sweep.py + make bootstrap-nli / bench-nli-shadow (the gate-item-4 instrument); 16 tests. First sweep (116 records — 5f-falsification packs + the arborist-nli-bench eval sets): 28/28 synth recombination demoted, 0/26 FP on legit summaries, 0/9 fires on already-STRICT_SPAN records, 25/50 on UNGROUNDED (the contradiction half; quiet on non-sequiturs). Gate items 1/2/3/5/6 clear on available data; item 4 — shadow FP rate on a real live-bench-qa sample — remains the open measurement. Production verifier unchanged; falsification-hard stays 10/12. |
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| .. | ||
| batteries | ||
| fixtures | ||
| results | ||
| scripts | ||
| emergent_log.jsonl | ||
| prometheus_sigma_trigger_probe.py | ||
| qa_questions.txt | ||
| qa_questions_canonical_witness_npower.txt | ||
| qa_questions_metacog_subset.txt | ||
| qa_questions_progressive_and.txt | ||
| qa_questions_quantifier_baseline.txt | ||
| qa_questions_quantifier_subset.txt | ||
| qa_questions_smoke.txt | ||
| qa_questions_warrant_chain_aggressive.txt | ||
| qa_questions_warrant_chain_paraphrase.txt | ||
| qa_questions_warrant_chain_probe.txt | ||
| qa_sweep.py | ||
| run.sh | ||