{ "as_of_date": "2026-11-02", "status": { "label": "21轮训练完成；WT、DT待补测，WDT测试进行中", "page_is_a_live_monitor": false, "observed_at_utc": "2026-11-02T09:29+00:00", "observed_at_beijing": "2026-11-02 17:29", "original_formal_training_started": true, "original_active_revision": "teacher_cluster_deep_history_v6", "active_arm": "WDT", "active_round": null, "active_phase": "common_test", "active_answers_saved": 44, "active_answers_required": 90, "completed_learning_rounds": 12, "original_required_learning_rounds": 12, "completed_original_full_training_arms": [ "WT", "DT", "WDT", "R" ], "completed_experiment_rounds": 3, "extension_release_ready": true, "extension_deployed": true, "extension_training_started": true, "new_method_results_available": false, "final_evaluation_started": true, "final_evaluation_completed": false, "billing_stopped_confirmed": false, "reported_monitor_error": null, "extension_prepared_and_attached": true, "extension_controller_started": true, 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"new_learning_updates_completed": 2, "main_learning_complete": true, "repair_learning_complete": true, "main_model_saved": true, "repair_model_saved": true, "model_saved": true, "main_learning_reused": false, "new_branch_answers": 352, "collection_policy_id": "64bba71af88c1427cc676e23f26a83f3f6f70ead23698dae58c93bd283d64fe7", "main_policy_id": "f445a3e252ec14df358c1fc37bb26fd7c0756cce8034ad607926b0642b7330a7", "final_policy_id": "aeca99455724c3b1855ef6b0ed30ea2fce7dd20dfd01f7a907d386b0c2667ce3", "previous_round_final_model_matches_collection_model": true, "answers_collected_before_third_learning": true, "completed_main_learning_rounds_before_collection": 2, "answer_meaning": "第三轮答卷在本轮主练和纠错前收集，反映第二轮最终模型。第三轮最终效果待共同30题测试。", "effect_interpretation": "固定20道种子由125/160降至118/160；共同32道旧题由159/256升至164/256，两个范围的变化方向不同。", "repair": { "accepted_by_mode": { "prevention": 31, "recovery": 15 }, "accepted_proposals": 46, "optimizer_steps": 1, "proposal_count": 69, "rejection_reasons": { 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"completed_at_beijing": "2026-11-02 16:10:21", "started_at_utc": "2026-11-02T06:22:35.695521+00:00", "complete_round_seconds": 6465.573184, "model_saved": true, "main_learning_complete": true, "main_learning_updates": 1, "new_learning_updates_completed": 1, "answers_collected_before_third_learning": true, "completed_main_learning_rounds_before_collection": 2, "answer_meaning": "第二轮与第三轮作答的比较；第三轮答卷来自第二轮最终模型。第三轮训练后的最终表现由共同测试衡量。", "final_common30_test_completed": false, "source_public_summary": "scale50-round-3-summary.json" }, "completed_all_training_rounds": 21, "required_all_training_rounds": 21, "second_round_comparison_available": true, "latest_completed_OPT": { "schema_version": "wide_deep_OPT_round3_summary_v1", "arm": "WDT_OPT", "round": 3, "status": "COMPLETE", "observed_at_utc": "2026-11-02T04:48:07.580166+00:00", "observed_at_beijing": "2026-11-02 12:48:07", "completed_at_utc": "2026-11-02T04:46:39.136471+00:00", "completed_at_beijing": "2026-11-02 12:46:39", "started_at_utc": 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"failed_questions": 18, "first_answer_failed_questions": 12, "independent_student_answers": 0, "later_failures_considered": 6, "mixed_source_questions": 12, "regressed_question_ids": [ "generated:local_textcraft_248", "generated:local_textcraft_280", "generated:local_textcraft_462", "generated:local_textcraft_328", "generated:cluster_wdt_r1_s18", "generated:cluster_wdt_r1_s5", "generated:cluster_wdt_opt_r2_s14" ], "source_questions": 32, "upward_sources_skipped_without_teacher_proposals": 1 }, "main_learning_updates": 1, "main_learning_complete": true, "model_saved": true, "main_learning_reused": false, "new_branch_answers": 352, "final_policy_id": "5bac08966225f94f9127a524698cf56b33eb41f5ee47ffdbe4bdfd399ed4db45", "answers_collected_before_third_learning": true, "completed_main_learning_rounds_before_collection": 2, "answer_meaning": "第三轮答卷在第三次学习前收集，反映前两轮学习后的表现；本轮模型已保存。", "effect_interpretation": "共同20道种子由上一轮125/160变为120/160，当前尚无稳定原题收益；第三次学习的效果待共同30题测试。", "final_common30_test_completed": false, "complete_round_seconds": 3743.37313, "stage_seconds": { "plan-round": 2582.338237, "train-round": 1161.00745 }, "pure_parameter_training_seconds": null, "timing_scope": "完整一轮，含出题、作答、学习、保存和阶段切换。", "question_results": [ { "task_id": "generated:local_textcraft_188", "section": "seed", "kind": "root", "successes": 8, "attempts": 8, "has_signal": false, "included_in_update": false }, { "task_id": "generated:local_textcraft_215", "section": "seed", "kind": "root", "successes": 8, "attempts": 8, "has_signal": false, "included_in_update": false }, { "task_id": "generated:local_textcraft_248", "section": "seed", "kind": "root", "successes": 2, "attempts": 8, "has_signal": true, "included_in_update": true }, { "task_id": "generated:local_textcraft_273", "section": "seed", "kind": "root", "successes": 8, "attempts": 8, "has_signal": false, "included_in_update": false }, { "task_id": "generated:local_textcraft_280", "section": "seed", "kind": "root", "successes": 3, "attempts": 8, "has_signal": true, "included_in_update": true }, { "task_id": "generated:local_textcraft_42", "section": "seed", "kind": "root", "successes": 8, "attempts": 8, "has_signal": false, "included_in_update": false }, { "task_id": "generated:local_textcraft_448", "section": "seed", "kind": "root", "successes": 5, "attempts": 8, "has_signal": true, "included_in_update": true }, { "task_id": "generated:local_textcraft_462", "section": "seed", "kind": "root", "successes": 2, "attempts": 8, "has_signal": true, "included_in_update": true }, { "task_id": "generated:local_textcraft_477", "section": "seed", "kind": "root", "successes": 0, "attempts": 8, "has_signal": false, "included_in_update": false }, { "task_id": "generated:local_textcraft_480", "section": "seed", "kind": "root", "successes": 8, "attempts": 8, "has_signal": false, "included_in_update": false }, { "task_id": "generated:local_textcraft_489", "section": "seed", "kind": "root", "successes": 0, "attempts": 8, "has_signal": false, "included_in_update": false }, { "task_id": "generated:local_textcraft_502", "section": "seed", "kind": "root", "successes": 5, "attempts": 8, "has_signal": true, "included_in_update": true }, { "task_id": "generated:local_textcraft_517", "section": "seed", "kind": "root", "successes": 8, "attempts": 8, "has_signal": false, "included_in_update": false }, { "task_id": "generated:local_textcraft_328", "section": "seed", "kind": "root", "successes": 7, "attempts": 8, "has_signal": true, "included_in_update": true }, { "task_id": "generated:local_textcraft_357", "section": "seed", "kind": "root", "successes": 8, "attempts": 8, "has_signal": false, "included_in_update": false }, { "task_id": "generated:local_textcraft_100", "section": "seed", "kind": "root", "successes": 8, "attempts": 8, "has_signal": false, "included_in_update": false }, { "task_id": "generated:local_textcraft_72", "section": "seed", "kind": "root", "successes": 8, "attempts": 8, "has_signal": false, "included_in_update": false }, { "task_id": "generated:local_textcraft_45", "section": "seed", "kind": "root", "successes": 8, "attempts": 8, "has_signal": false, "included_in_update": false }, { "task_id": "generated:local_textcraft_190", "section": "seed", "kind": "root", "successes": 8, "attempts": 8, "has_signal": false, "included_in_update": false }, { "task_id": "generated:local_textcraft_355", "section": "seed", "kind": "root", "successes": 8, "attempts": 8, "has_signal": false, "included_in_update": false }, { "task_id": "generated:cluster_wdt_r1_s18", "section": "review", "kind": "wide", "successes": 6, "attempts": 8, "has_signal": true, "included_in_update": true }, { "task_id": "generated:cluster_wdt_r1_s4", "section": "review", "kind": "wide", "successes": 0, "attempts": 8, "has_signal": false, "included_in_update": false }, { "task_id": "generated:cluster_wdt_r1_s1", "section": "review", "kind": "deep_down", "successes": 5, "attempts": 8, "has_signal": true, "included_in_update": true }, { "task_id": "generated:cluster_wdt_r1_s5", "section": "review", "kind": "deep_down", "successes": 1, "attempts": 8, "has_signal": true, "included_in_update": true }, { "task_id": "generated:cluster_wdt_opt_r2_s18", "section": "review", "kind": "deep_up", "successes": 5, "attempts": 8, "has_signal": true, "included_in_update": true }, { "task_id": "generated:cluster_wdt_r1_s0", "section": "review", "kind": "wide", "successes": 6, "attempts": 8, "has_signal": true, "included_in_update": true }, { "task_id": "generated:cluster_wdt_r1_s17", "section": "review", "kind": "deep_down", "successes": 6, "attempts": 8, "has_signal": true, "included_in_update": true }, { "task_id": "generated:cluster_wdt_opt_r2_s11", "section": "review", "kind": "wide", "successes": 8, "attempts": 8, "has_signal": false, "included_in_update": false }, { "task_id": "generated:cluster_wdt_opt_r2_s14", "section": "review", "kind": "deep_up", "successes": 0, "attempts": 8, "has_signal": false, "included_in_update": false }, { "task_id": "generated:cluster_wdt_opt_r2_s26", "section": "review", "kind": "deep_down", "successes": 8, "attempts": 8, "has_signal": false, "included_in_update": false }, { "task_id": "generated:cluster_wdt_opt_r2_s12", "section": "review", "kind": "deep_up", "successes": 0, "attempts": 8, "has_signal": false, "included_in_update": false }, { "task_id": "generated:cluster_wdt_opt_r2_s2", "section": "review", "kind": "deep_up", "successes": 0, "attempts": 8, "has_signal": false, "included_in_update": false }, { "task_id": "generated:cluster_wdt_opt_r3_s0", "section": "new", "kind": "wide", "successes": 2, "attempts": 8, "has_signal": true, "included_in_update": true }, { "task_id": "generated:cluster_wdt_opt_r3_s3", "section": "new", "kind": "deep_up", "successes": 4, "attempts": 8, "has_signal": true, "included_in_update": true }, { "task_id": "generated:cluster_wdt_opt_r3_s4", "section": "new", "kind": "wide", "successes": 8, 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7, "attempts": 8, "has_signal": true, "included_in_update": true }, { "task_id": "generated:cluster_wdt_opt_r3_s19", "section": "new", "kind": "deep_up", "successes": 5, "attempts": 8, "has_signal": true, "included_in_update": true }, { "task_id": "generated:cluster_wdt_opt_r3_s9", "section": "new", "kind": "deep_up", "successes": 0, "attempts": 8, "has_signal": false, "included_in_update": false }, { "task_id": "generated:cluster_wdt_opt_r3_s11", "section": "new", "kind": "deep_down", "successes": 8, "attempts": 8, "has_signal": false, "included_in_update": false } ], "source_records": { "CAPTURE.json": { "bytes": 56218, "sha256": "c8d714da49fb7486e237bdaa098f1ebf44cd83326e782d8e371cb3fd22a8f2ee" }, "complete.json": { "bytes": 9013, "sha256": "4ac1899cd2b0324106031cb4a65764ed1f173599efa2794ff06ee3b798cd8510" }, "collection.json": { "bytes": 12803, "sha256": "922c6d8d09c7ee673ebb019058dcf4ca9b7a78413292328fb993fba8236e7a55" }, "plan.json": { "bytes": 97862, "sha256": 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"main_training_completed_at_beijing": "2026-11-02 16:10:21", "SCALE50_training_complete": true, "main_test_models_completed": 1, "completed_test_models": [ "N" ], "completed_test_result_count": 1, "base_test_result": { "label": "N", "complete": true, "summary_matches_scope": true, "questions": 30, "answers": 90, "sampled_successes": 27, "sampled_attempts": 60, "sampled_rate": 0.45, "greedy_successes": 15, "greedy_attempts": 30, "greedy_rate": 0.5 }, "auxiliary_test_observed_at_beijing": "2026-11-02 16:37:20", "main_test_answers_count_basis": "已完成基础模型90份 + WT已存84份 + DT已存84份 + WDT已存44份。", "test_interruptions": [ { "label": "WT", "status": "INCOMPLETE_NEEDS_RESUME", "answers_saved": 84, "answers_required": 90, "answers_missing": 6, "complete": false, "public_reason": "较长题目的完整作答历史超过输入长度限制，测试中断。", "input_length_limit": 4096, "recovery_status": "LOCAL_FIX_COMPLETE_RESUME_PACKAGE_PREPARING", "planned_recovery_scope": "保留已完成答卷，只补缺失答卷，不重新训练。", "recovery_owner": "experiment_main_session", "previous_public_record": "wt-test-interruption-1714.json" }, { "label": "DT", "status": "INCOMPLETE_NEEDS_RESUME", "answers_saved": 84, "answers_required": 90, "answers_missing": 6, "complete": false, "public_reason": "较长题目的完整作答历史超过输入长度限制，测试中断。", "input_length_limit": 4096, "recovery_status": "LOCAL_FIX_COMPLETE_RESUME_PACKAGE_PREPARING", "planned_recovery_scope": "保留已完成答卷，只补缺失答卷，不重新训练。", "recovery_owner": "experiment_main_session" } ], "completion_estimate_available": false, "saved_training_models_unchanged": true }, "extension_plan": { "status": "TRAINING_COMPLETE", "rounds": 3, "answers_per_question": 8, "new_model_labels": [ "WDT_OPT", "WDT_REPAIR", "WDT_SCALE50" ], "course_changes": [ "首份启动老师诊断，随后用补齐的八份回答补全失败覆盖，不另做摸底", "全错时降难；全对优先回考同能力未解决题，再考虑升难", "降难题出现成功后优先回原难题；退步题优先复查", "Wide 优先从有对有错的来源扩展；老师同时看到具体难点和已有简单题的八份表现", "原配方已无合格升难空间时让出名额；达到所需合格题数即停止未发出的出题请求" ], "groups": [ { "label": "WDT_OPT", "display_label": "OPT", "seed_questions": 20, "round_question_caps": [ 40, 60, 60 ], "target_questions": [ 31, 40, 44 ], "first_main_round_source": "original_WDT_round_1", "new_main_rounds": [ 2, 3 ], "new_main_answers": 672, "main_updates_per_round": 1, "repair": false, "review_nonseed_fraction_max": 0.5, "training_started": true, "independent_tasks_from_round": 2, "status": "TRAINING_COMPLETE", "status_label": "三轮已完成并保存", "current_phase": "waiting_final_test", "new_learning_started": true, "new_learning_updates_completed": 2, "imported_main_learning": true, "reused_first_round_questions": 31, "reused_first_round_answers": 248, "new_main_answers_saved": 672, "round_progress": [ { "round": 1, "status": "COMPLETE", "imported_main_learning": true, "new_learning_updates_completed": 0, "questions": 31, "answers_saved": 248, "effective_questions": 14, "model_saved": true }, { "round": 2, "status": "COMPLETE", "imported_main_learning": false, "new_learning_updates_completed": 1, "questions": 40, "answers_saved": 320, "effective_questions": 17, "model_saved": true }, { "round": 3, "status": "COMPLETE", "imported_main_learning": false, "new_learning_updates_completed": 1, "questions": 44, "answers_saved": 352, "effective_questions": 17, "model_saved": true } ], "active_round": null, "current_answers_required": 0, "current_answers_upper_bound": 0, "current_completed_question_groups": 44, "second_round_result": { "arm": "WDT_OPT", "round": 2, "status": "COMPLETE", "questions": 40, "answers": 320, "seed_questions": 20, "seed_answers": 160, "seed_successes": 125, "review_questions": 10, "new_questions": 10, "effective_questions": 17, "final_policy_id": "69cec642ec57251107eebc71b4920feb9db9e5c0e8a660fe9c30f070019e92e9", "completed_at_utc": "2026-11-02T00:59:16.661732+00:00", "completed_at_beijing": "2026-11-02 08:59:16", "started_at_utc": "2026-11-02T00:05:42.761413+00:00", "complete_round_seconds": 3213.900319, "stage_seconds": { "plan-round": 2116.67438, "train-round": 1097.208328 }, "pure_parameter_training_seconds": null, "all_correct_questions": 16, "all_wrong_questions": 7, "effective_new_questions": 4, "new_difficulty_by_kind": { "deep_down": { "all_failed": 0, "all_succeeded": 0, "effective_questions": 1, "minimum_actions_delta_range": [ -17, -17 ], "questions": 1, "required_chain_depth_delta_range": [ -1, -1 ] }, "deep_up": { "all_failed": 3, "all_succeeded": 0, "effective_questions": 2, "minimum_actions_delta_range": [ 1, 8 ], "questions": 5, "required_chain_depth_delta_range": [ 1, 2 ] }, "wide": { "all_failed": 1, "all_succeeded": 2, "effective_questions": 1, "minimum_actions_delta_range": [ 0, 1 ], "questions": 4, "required_chain_depth_delta_range": [ 0, 1 ] } }, "signal_coverage": { "failed_questions": 16, "first_answer_failed_questions": 10, "independent_student_answers": 0, "later_failures_considered": 6, "mixed_source_questions": 13, "regressed_question_ids": [ "generated:local_textcraft_357", "generated:local_textcraft_190", "generated:cluster_wdt_r1_s4", "generated:cluster_wdt_r1_s18" ], "source_questions": 30, 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"successes": 2, "attempts": 8, "has_signal": true, "included_in_update": true }, { "task_id": "generated:local_textcraft_273", "section": "seed", "kind": "root", "successes": 8, "attempts": 8, "has_signal": false, "included_in_update": false }, { "task_id": "generated:local_textcraft_280", "section": "seed", "kind": "root", "successes": 3, "attempts": 8, "has_signal": true, "included_in_update": true }, { "task_id": "generated:local_textcraft_42", "section": "seed", "kind": "root", "successes": 8, "attempts": 8, "has_signal": false, "included_in_update": false }, { "task_id": "generated:local_textcraft_448", "section": "seed", "kind": "root", "successes": 5, "attempts": 8, "has_signal": true, "included_in_update": true }, { "task_id": "generated:local_textcraft_462", "section": "seed", "kind": "root", "successes": 2, "attempts": 8, "has_signal": true, "included_in_update": true }, { "task_id": "generated:local_textcraft_477", "section": "seed", "kind": "root", "successes": 0, "attempts": 8, "has_signal": false, "included_in_update": false }, { "task_id": "generated:local_textcraft_480", "section": "seed", "kind": "root", "successes": 8, "attempts": 8, "has_signal": false, "included_in_update": false }, { "task_id": "generated:local_textcraft_489", "section": "seed", "kind": "root", "successes": 0, "attempts": 8, "has_signal": false, "included_in_update": false }, { "task_id": "generated:local_textcraft_502", "section": "seed", "kind": "root", "successes": 5, "attempts": 8, "has_signal": true, "included_in_update": true }, { "task_id": "generated:local_textcraft_517", "section": "seed", "kind": "root", "successes": 8, "attempts": 8, "has_signal": false, "included_in_update": false }, { "task_id": "generated:local_textcraft_328", "section": "seed", "kind": "root", "successes": 7, "attempts": 8, "has_signal": true, "included_in_update": true }, { "task_id": "generated:local_textcraft_357", "section": "seed", "kind": "root", "successes": 8, "attempts": 8, 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true, "included_in_update": true }, { "task_id": "generated:cluster_wdt_r1_s4", "section": "review", "kind": "wide", "successes": 0, "attempts": 8, "has_signal": false, "included_in_update": false }, { "task_id": "generated:cluster_wdt_r1_s1", "section": "review", "kind": "deep_down", "successes": 5, "attempts": 8, "has_signal": true, "included_in_update": true }, { "task_id": "generated:cluster_wdt_r1_s5", "section": "review", "kind": "deep_down", "successes": 1, "attempts": 8, "has_signal": true, "included_in_update": true }, { "task_id": "generated:cluster_wdt_opt_r2_s18", "section": "review", "kind": "deep_up", "successes": 5, "attempts": 8, "has_signal": true, "included_in_update": true }, { "task_id": "generated:cluster_wdt_r1_s0", "section": "review", "kind": "wide", "successes": 6, "attempts": 8, "has_signal": true, "included_in_update": true }, { "task_id": "generated:cluster_wdt_r1_s17", "section": "review", "kind": "deep_down", "successes": 6, "attempts": 8, "has_signal": 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"64bba71af88c1427cc676e23f26a83f3f6f70ead23698dae58c93bd283d64fe7", "main_policy_id": "f445a3e252ec14df358c1fc37bb26fd7c0756cce8034ad607926b0642b7330a7", "final_policy_id": "aeca99455724c3b1855ef6b0ed30ea2fce7dd20dfd01f7a907d386b0c2667ce3", "previous_round_final_model_matches_collection_model": true, "answers_collected_before_third_learning": true, "completed_main_learning_rounds_before_collection": 2, "answer_meaning": "第三轮答卷在本轮主练和纠错前收集，反映第二轮最终模型。第三轮最终效果待共同30题测试。", "effect_interpretation": "固定20道种子由125/160降至118/160；共同32道旧题由159/256升至164/256，两个范围的变化方向不同。", "repair": { "accepted_by_mode": { "prevention": 31, "recovery": 15 }, "accepted_proposals": 46, "optimizer_steps": 1, "proposal_count": 69, "rejection_reasons": { "NO_SUCCESSFUL_RELEVANT_CORRECTION": 2, "SUFFIX_DID_NOT_COMPLETE_ORIGINAL_TASK": 21 }, "repaired_target_ids": [ "generated:cluster_wdt_r1_s0", "generated:cluster_wdt_r1_s18", "generated:cluster_wdt_repair_r2_s12", "generated:cluster_wdt_repair_r2_s2", 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"accepted_proposals": 3 }, { "task_id": "generated:local_textcraft_188", "label": "安山岩", "proposals": 3, "original_goal_completed_proposals": 3, "accepted_proposals": 2 } ], "original_goal_completion_definition": "原记录 judge_status 为 PASS；与是否存在合格学习动作分别统计。", "accepted_proposals_definition": "完成原目标并通过改正动作筛选的方案。", "selected_actions_definition": "去掉重复项后，实际用于纠错学习的合格改正动作数。", "student_independent_success_after_learning_verified": false }, "final_common30_test_completed": false, "complete_round_seconds": 5756.498396, "stage_seconds": { "plan-round": 2566.931565, "train-round": 3189.53828 }, "pure_parameter_training_seconds": null, "timing_scope": "完整一轮，含出题、作答、主练、纠错、保存和阶段切换。", "stage_observation_intervals": { "remaining_answers_and_preparation_seconds_interval": [ 696.882401, 743.968748 ], "main_learning_plus_saving_seconds_interval": [ 450.458368, 543.847943 ], "repair_material_generation_and_validation_seconds_interval": [ 1892.11893, 1977.927737 ], "repair_learning_saving_and_exit_seconds_interval": [ 17.183427, 56.689006 ] }, "stage_observation_interval_scope": "相邻观察确定的时间范围，不是纯模型计算时间；区间上限不能直接相加。", "question_results": [ { "task_id": "generated:local_textcraft_188", "section": "seed", "kind": "root", "successes": 7, "attempts": 8, "has_signal": true, "included_in_update": true }, { "task_id": "generated:local_textcraft_215", "section": "seed", "kind": "root", "successes": 8, "attempts": 8, "has_signal": false, "included_in_update": false }, { "task_id": "generated:local_textcraft_248", "section": "seed", "kind": "root", "successes": 3, "attempts": 8, "has_signal": true, "included_in_update": true }, { "task_id": "generated:local_textcraft_273", "section": "seed", "kind": "root", "successes": 8, "attempts": 8, "has_signal": false, "included_in_update": false }, { "task_id": "generated:local_textcraft_280", "section": "seed", "kind": "root", "successes": 2, "attempts": 8, "has_signal": true, "included_in_update": true }, { "task_id": "generated:local_textcraft_42", "section": "seed", "kind": "root", "successes": 8, "attempts": 8, "has_signal": false, "included_in_update": false }, { "task_id": "generated:local_textcraft_448", "section": "seed", "kind": "root", "successes": 5, "attempts": 8, "has_signal": true, "included_in_update": true }, { "task_id": "generated:local_textcraft_462", "section": "seed", "kind": "root", "successes": 3, "attempts": 8, "has_signal": true, "included_in_update": true }, { "task_id": "generated:local_textcraft_477", "section": "seed", "kind": "root", "successes": 0, "attempts": 8, "has_signal": false, "included_in_update": false }, { "task_id": "generated:local_textcraft_480", "section": "seed", "kind": "root", "successes": 8, "attempts": 8, "has_signal": false, "included_in_update": false }, { "task_id": "generated:local_textcraft_489", "section": "seed", "kind": "root", "successes": 0, "attempts": 8, "has_signal": false, "included_in_update": false }, { "task_id": "generated:local_textcraft_502", "section": "seed", "kind": "root", "successes": 4, "attempts": 8, "has_signal": true, "included_in_update": true }, { "task_id": "generated:local_textcraft_517", "section": "seed", "kind": "root", "successes": 6, "attempts": 8, "has_signal": true, "included_in_update": true }, { "task_id": "generated:local_textcraft_328", "section": "seed", "kind": "root", "successes": 8, "attempts": 8, "has_signal": false, "included_in_update": false }, { "task_id": "generated:local_textcraft_357", "section": "seed", "kind": "root", "successes": 8, "attempts": 8, "has_signal": false, "included_in_update": false }, { "task_id": "generated:local_textcraft_100", "section": "seed", "kind": "root", "successes": 8, "attempts": 8, "has_signal": false, "included_in_update": false }, { "task_id": "generated:local_textcraft_72", "section": "seed", "kind": "root", "successes": 8, "attempts": 8, "has_signal": false, "included_in_update": false }, { "task_id": 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0, "reason": "老师分组漏掉一条诊断，整份分组被拒，55 份有效单题诊断未进入出题。", "training_continued_on_existing_questions": true, "successful_expansion_this_round": false, "evidence": { "bytes": 1367166, "sha256": "b710a6d99f7f90af62c0fe62af62e5529354b0c5456e415d7e79660b9ef59f39" } } }, "active_round": null, "current_completed_question_groups": 84, "completed_new_main_answers_saved": 1872, "current_new_main_answers_saved": 0, "current_answer_count_available_in_snapshot": true, "training_complete": true, "actual_questions_per_round": [ 75, 75, 84 ], "third_round_result": { "arm": "WDT_SCALE50", "round": 3, "status": "COMPLETE", "seed_questions": 50, "review_questions": 25, "new_questions": 9, "questions": 84, "answers": 672, "answers_per_question": 8, "effective_questions": 40, "effective_new_questions": 4, "all_succeeded_questions": 33, "all_failed_questions": 11, "new_main_learning_updates": 1, "final_model_saved": true, "repair_enabled": false, "new_question_breakdown": { "deep_down": { "all_failed": 0, "all_succeeded": 1, "effective_questions": 0, "minimum_actions_delta_range": [ -10, -10 ], "questions": 1, "required_chain_depth_delta_range": [ -1, -1 ] }, "deep_up": { "all_failed": 0, "all_succeeded": 0, "effective_questions": 2, "minimum_actions_delta_range": [ 1, 4 ], "questions": 2, "required_chain_depth_delta_range": [ 1, 1 ] }, "wide": { "all_failed": 1, "all_succeeded": 3, "effective_questions": 2, "minimum_actions_delta_range": [ -3, 1 ], "questions": 6, "required_chain_depth_delta_range": [ -1, 1 ] } }, "seed_observations": { "questions": 50, "previous_round": 2, "current_round": 3, "previous_successes": 279, "previous_answers": 400, "current_successes": 279, "current_answers": 400, "improved_questions": 12, "regressed_questions": 17, "unchanged_questions": 21, "recovered_from_all_failed": 0, "regressed_to_all_failed": 2 }, "common_old_task_observations": { "questions": 75, "previous_round": 2, "current_round": 3, "previous_successes": 402, "previous_answers": 600, "current_successes": 407, "current_answers": 600, "improved_questions": 20, "regressed_questions": 22, "unchanged_questions": 33, "recovered_from_all_failed": 1, "regressed_to_all_failed": 4 }, "observation_interpretation": "第二轮与第三轮作答的比较；第三轮答卷来自第二轮最终模型。第三轮训练后的最终表现由共同测试衡量。", "start_utc": "2026-11-02T06:22:35.695521+00:00", "end_utc": "2026-11-02T08:10:21.268705+00:00", "start_beijing": "2026-11-02 14:22:35", "end_beijing": "2026-11-02 16:10:21", "full_elapsed_seconds": 6465.573184, "stage_sum_seconds": 6465.546611000001, "interstage_seconds": 0.026573, "recorded_stage_seconds": { "plan-round": 4874.832532, "train-round": 1590.714079 }, "pure_parameter_training_seconds": null, "elapsed_scope": "整轮用时包含出题、作答、学习、保存及环节交接；后半段也不是纯模型调整时间。", "schema_version": "wide_deep_SCALE50_round3_summary_v1", "completed_at_utc": "2026-11-02T08:10:21.268705+00:00", "completed_at_beijing": "2026-11-02 16:10:21", "started_at_utc": "2026-11-02T06:22:35.695521+00:00", "complete_round_seconds": 6465.573184, "model_saved": true, "main_learning_complete": true, "main_learning_updates": 1, "new_learning_updates_completed": 1, "answers_collected_before_third_learning": true, "completed_main_learning_rounds_before_collection": 2, "answer_meaning": "第二轮与第三轮作答的比较；第三轮答卷来自第二轮最终模型。第三轮训练后的最终表现由共同测试衡量。", "final_common30_test_completed": false, "source_public_summary": "scale50-round-3-summary.json" } } ], "validation_retained": [ "原配方和材料条件", "24步内真实可完成", "所练能力不可绕开", "Wide相近难度及Deep变化方向", "全部50个测试目标与训练隔离" ], "repair_rule": "查看完整失败经过，参考同能力成功，回原题原条件执行改正；只学习合格的有用改正动作，不改写原八份答卷的成绩", "final_package_ready": true, "final_package_sha256": "0f6fd3c55a30ed95354f79e8bd1e4c63f43c54b7c44ada418cac023b82da1125", "source_tree_sha256": "69f1a3f4d79bd6352892ee47618c16d62932ab06d67e52635171a8a4edc25055", "deployed": true, "training_started": true, "same_course_not_identical_tasks": "OPT和REPAIR使用相同课程规则和31/40/44题量；首轮主练共用，后两轮按各自模型表现独立出题、作答和学习。", "controller_started": true, "started_at_utc": "2026-11-01T22:05:55.929321+00:00", "started_at_beijing": "2026-11-02 06:05:55", "active_arm": null, "active_round": null, "active_phase": "waiting_final_test", "new_learning_started": true, "new_learning_updates_completed": 10, "training_started_definition": "本组训练流程已经开始；复用首轮记录不计为新增学习。", "training_complete": true, "completed_at_utc": "2026-11-02T08:10:21.268705+00:00" }, "main_evaluation": { "scope": "coverage30", "models": [ "N", "WT", "DT", "WDT", "R", "WDT_OPT", "WDT_REPAIR", "WDT_SCALE50" ], "display_labels": [ "N", "WT", "DT", "WDT", "R", "OPT", "REPAIR", "SCALE50" ], "fixed_questions": 30, "answers_per_question": 3, "sampled_answers_per_question": 2, "greedy_answers_per_question": 1, "answers_per_model": 90, "total_answers": 720, "original_protected_questions": 50, "deferred_questions": 20, "automatic_deferred_evaluation": false, "selection_uses_model_results": false, "selection_depth_counts": [ 10, 11, 8, 1 ], "selected_original_indices": [ 0, 1, 3, 5, 7, 9, 10, 13, 14, 15, 18, 19, 20, 22, 23, 25, 28, 29, 30, 33, 34, 36, 40, 41, 42, 43, 44, 45, 46, 49 ], "sample_seeds": [ 618001, 618002 ], "greedy_seed": 618001, "max_steps": 24, "temperature": 1.0, "results_available": false, "status": "RUNNING_WITH_WT_DT_INCOMPLETE", "started": true, "answers_saved": 302, "completed_models": 1, "observed_at_beijing": "2026-11-02 17:29", "completed_model_labels": [ "N" ], "active_model": "WDT", "active_model_answers_saved": 44, "partial_results_available": true, "completed_results": [ { "label": "N", "complete": true, "summary_matches_scope": true, "questions": 30, "answers": 90, "sampled_successes": 27, "sampled_attempts": 60, "sampled_rate": 0.45, "greedy_successes": 15, "greedy_attempts": 30, "greedy_rate": 0.5 } ], "completed_results_source": "base-test-summary.json", "latest_progress_source": "test-progress-1729.json", "metric_reporting": "sampled_and_greedy_reported_separately", "answers_saved_basis": "已完成基础模型90份 + WT已存84份 + DT已存84份 + WDT已存44份。", "incomplete_models": [ { "label": "WT", "status": "INCOMPLETE_NEEDS_RESUME", "answers_saved": 84, "answers_required": 90, "answers_missing": 6, "complete": false, "public_reason": "较长题目的完整作答历史超过输入长度限制，测试中断。", "input_length_limit": 4096, "recovery_status": "LOCAL_FIX_COMPLETE_RESUME_PACKAGE_PREPARING", "planned_recovery_scope": "保留已完成答卷，只补缺失答卷，不重新训练。", "recovery_owner": "experiment_main_session", "previous_public_record": "wt-test-interruption-1714.json" }, { "label": "DT", "status": "INCOMPLETE_NEEDS_RESUME", "answers_saved": 84, "answers_required": 90, "answers_missing": 6, "complete": false, "public_reason": "较长题目的完整作答历史超过输入长度限制，测试中断。", "input_length_limit": 4096, "recovery_status": "LOCAL_FIX_COMPLETE_RESUME_PACKAGE_PREPARING", "planned_recovery_scope": "保留已完成答卷，只补缺失答卷，不重新训练。", "recovery_owner": "experiment_main_session" } ] }, "auxiliary_comparison": { "name": "fixed_batch_strength", "status": "QUEUED_NOT_STARTED", "separate_from_main_models": true, "source": "original_WDT_round_1", "training_questions": 31, "training_answers": 248, "new_training_answers": 0, "updates_compared": [ 1, 4 ], "additional_updates": 3, "one_model_reused": true, "main_rounds_compared": 1, "evaluation": { "models": [ "one", "four" ], "fixed_questions": 30, "answers_per_question": 3, "answers_per_model": 90, "total_answers": 180, "same_tasks_and_sampling_as_main": true, "started": false, "answers_saved": 0, "observed_at_beijing": "2026-11-02 16:37:20" }, "results_available": false, "started": false, "completed_stages": 0, "required_stages": 3, "stages": [ { "name": "FIXED_BATCH_STRENGTH", "phase": "aux-train", "status": "PENDING", "active": false, "complete": false }, { "name": "FIXED_BATCH_STRENGTH_ONE", "phase": "aux-eval-coverage30", "status": "PENDING", "active": false, "complete": false }, { "name": "FIXED_BATCH_STRENGTH_FOUR", "phase": "aux-eval-coverage30", "status": "PENDING", "active": false, "complete": false } ] } }