All 445 policy adapters from the paper From Constitutions to Control: Interpretable Rewards for Aligning Language Models, one folder per fine-tuning arm, plus the harm-softened response generator for GPT-OSS. Layout: Every policy adapter is a standard PEFT LoRA directory (peft 0.19.1; r = 16, α = 32, dropout 0.05 on q/k/v/o), trained with the recipe in the paper's appendix; load with PeftModel.frompretrained(base, "iclr1367/rubric-rewards-adapters", subfolder="gptoss/free/help1lean+3"). Training sets, generations, judgments and every number behind the figures are in the companion dataset iclr1367/rubric-rewards; the code is at github.com/iclr1367-commits/rubric-rewards. Adapters inherit the…
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iclr1367
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