{ "schema": "albedo-gen-dpo-summary-v1", "counts": { "pairing_rejected:fewer_than_four_turns": 78, "pairing_rejected:first_group_mismatch": 2433, "pairs:dev": 1188, "pairs:king_version:122": 927, "pairs:king_version:123": 1706, "pairs:king_version:124": 1693, "pairs:king_version:125": 2679, "pairs:king_version:126": 2609, "pairs:king_version:127": 2636, "pairs:preference:challenger": 5769, "pairs:preference:king": 6236, "pairs:preference:tie": 245, "pairs:question_mode:None": 49, "pairs:question_mode:milestone_ladder": 8868, "pairs:question_mode:sota_anchored": 3333, "pairs:train": 11062, "rollout_unusable:challenger": 524, "rollout_unusable:king": 525, "sample_dropped:context_seen_in_newer_run": 21, "sample_dropped:no_eligible_pairing": 421, "sample_dropped:no_usable_rollout": 285, "sample_dropped:rollout_contexts_differ": 213, "sample_dropped:task_in_eval_batch": 453, "samples:dev": 7083, "samples:dropped_no_supervised_turn": 156, "samples:k1": 12250, "samples:k2": 12250, "samples:k3": 12250, "samples:k4": 12246, "samples:k5": 12191, "samples:k6": 11935, "samples:train": 66039, "samples_seen": 15476, "skipped_truncated_artifact_line": 1 }, "pairs": 12250, "samples": 73122, "tie_share_of_pairs": 0.02, "runs_used": 155, "finished_at_range": [ "2026-09-04T13:35:54.633426+00:00", "2026-09-23T02:22:12.392116+00:00" ], "selection": { "run_order": "newest first; one pair per exact context (the newest run wins)", "pairing": "best score gap among the 4 King x challenger rollout pairings that pass the filters; one side is always King, the other challenger", "filters": [ "both rollouts scored", ">= 4 assistant turns per side", "4-6 equal behaviour groups", "first behaviour group matches", "winner not flagged amputated_thinking", "task not in local eval batch" ], "tie_share": 0.02, "label": "production three-vote score of each rollout on the run's checklist" }, "loss_contract": { "assistant_tokens_of_the_final_group_only": true, "earlier_groups_are_unsupervised_context": true, "observations_are_context": true, "harness_text_and_empty_turns": "loss false" }, "think_contract": { "content": "exact generation after '<|im_start|>assistant\\n\\n'", "render": "'<|im_start|>assistant\\n\\n' + content + '<|im_end|>' verbatim; never through the chat template", "think_closed": "false for turns that never closed the think block" } }