mzio/aprm-thought-generations-snorkel-finance

aprm-thought-generations-snorkel-finance Act-PRM inferred-thought generations for snorkel_finance agent traces (Qwen3-4B-Instruct-2507). For each logged (state s, action x), an offline EM samples G=4 candidate thoughts z, scores each by the length-penalized action likelihood, and commits the top-1. generations/{policy,base,policy_last,base_last}.jsonl (primary) One row per logged action step. Full candidate pool so you can take top-1 OR recompute any weighting:… See the full description on the dataset page: https://huggingface.co/datasets/mzio/aprm-thought-generations-snorkel-finance.