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Check out the documentation for more information.
Act-PRM SFT LoRA checkpoints — tau2 airline
LoRA adapters (r8_a16, base Qwen/Qwen3-4B-Instruct-2507) from Act-PRM supervised fine-tuning on tau2-bench airline. Variants: actions_only (baseline), expert_thoughts (oracle), thoughts_{policy,base}[_last] (Act-PRM inferred thoughts), each in hide-observations and full-context regimes. Adapters live under airline/<variant_regime>/.
Held-out action-only eval (lower PPL / higher acc = better next-action fit)
| variant_regime | action-only PPL | action-acc |
|---|---|---|
| expert_thoughts_all_lr3e_3_nb150_heldout | 2.419 | 0.753 |
See the project for methodology (Act-PRM: infer latent thoughts behind action-only demos via offline EM).
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