caiovicentino1/openinterp-41-grokking-forward-only
nb41 — Grokking forward-only (nb39 v2 with Qwen3.6 LoRA key fix) Fixes the bug discovered in nb40: Qwen3.6-27B PEFT save creates keys with .language_model. infix; PeftModel.from_pretrained against dense reload silently fails (zero LoRA effect). Uses forward-only methodology: feed prompt + chosen from nb37 pairs.json through each checkpoint, capture L31/L55 at end-of-think, score with FabricationGuard + ReasonGuard probes. ~10 min compute. See FINAL_VERDICT.json for results.
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