Mirror run4b eval artifacts

assets/trained_eval_run4b_8b_sft/eval/trained_eval_rows.csv

@@ -0,0 +1,151 @@
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+{"agent": "trained_qwen3_8b_qlora_sft_run4b", "auxiliary_reward": 0.65, "avg_question_length": 1.0, "blind_evidence_count": 2, "case_id": "corporate_6b1664", "contradictions_surfaced": 2, "contradictions_total": 2, "contradictions_triggered": 2, "difficulty": "medium", "evidence_presented": 4, "evidence_timing_successes": 2, "invalid_tool_calls": 0, "model_repo": "heavycoderhh/counsel-env-qwen3-8b-qlora-sft-run4b", "primary_reward": 1.0, "questions_used": 4, "reward": 0.93, "seed": 20260438, "useless_questions_ratio": 0.25}
+{"agent": "trained_qwen3_8b_qlora_sft_run4b", "auxiliary_reward": 0.15000000000000002, "avg_question_length": 2.0, "blind_evidence_count": 3, "case_id": "alibi_a6c582", "contradictions_surfaced": 1, "contradictions_total": 1, "contradictions_triggered": 1, "difficulty": "easy", "evidence_presented": 4, "evidence_timing_successes": 1, "invalid_tool_calls": 0, "model_repo": "heavycoderhh/counsel-env-qwen3-8b-qlora-sft-run4b", "primary_reward": 1.0, "questions_used": 4, "reward": 0.8300000000000001, "seed": 20260439, "useless_questions_ratio": 0.5}
+{"agent": "trained_qwen3_8b_qlora_sft_run4b", "auxiliary_reward": 0.2, "avg_question_length": 1.0, "blind_evidence_count": 3, "case_id": "workplace_835476", "contradictions_surfaced": 1, "contradictions_total": 1, "contradictions_triggered": 1, "difficulty": "easy", "evidence_presented": 4, "evidence_timing_successes": 1, "invalid_tool_calls": 0, "model_repo": "heavycoderhh/counsel-env-qwen3-8b-qlora-sft-run4b", "primary_reward": 1.0, "questions_used": 4, "reward": 0.8400000000000001, "seed": 20260440, "useless_questions_ratio": 0.25}
+{"agent": "trained_qwen3_8b_qlora_sft_run4b", "auxiliary_reward": 1.2000000000000002, "avg_question_length": 1.0, "blind_evidence_count": 0, "case_id": "possession_a079c5", "contradictions_surfaced": 3, "contradictions_total": 3, "contradictions_triggered": 3, "difficulty": "hard", "evidence_presented": 3, "evidence_timing_successes": 3, "invalid_tool_calls": 0, "model_repo": "heavycoderhh/counsel-env-qwen3-8b-qlora-sft-run4b", "primary_reward": 1.0, "questions_used": 3, "reward": 1.0, "seed": 20260441, "useless_questions_ratio": 0.0}
+{"agent": "trained_qwen3_8b_qlora_sft_run4b", "auxiliary_reward": 1.2000000000000002, "avg_question_length": 1.0, "blind_evidence_count": 0, "case_id": "possession_9cc45d", "contradictions_surfaced": 3, "contradictions_total": 3, "contradictions_triggered": 3, "difficulty": "hard", "evidence_presented": 3, "evidence_timing_successes": 3, "invalid_tool_calls": 0, "model_repo": "heavycoderhh/counsel-env-qwen3-8b-qlora-sft-run4b", "primary_reward": 1.0, "questions_used": 3, "reward": 1.0, "seed": 20260442, "useless_questions_ratio": 0.0}
+{"agent": "trained_qwen3_8b_qlora_sft_run4b", "auxiliary_reward": 0.20000000000000004, "avg_question_length": 1.0, "blind_evidence_count": 2, "case_id": "possession_259aa5", "contradictions_surfaced": 1, "contradictions_total": 1, "contradictions_triggered": 1, "difficulty": "easy", "evidence_presented": 3, "evidence_timing_successes": 1, "invalid_tool_calls": 0, "model_repo": "heavycoderhh/counsel-env-qwen3-8b-qlora-sft-run4b", "primary_reward": 1.0, "questions_used": 3, "reward": 0.8400000000000001, "seed": 20260443, "useless_questions_ratio": 0.6666666666666666}
+{"agent": "trained_qwen3_8b_qlora_sft_run4b", "auxiliary_reward": 0.65, "avg_question_length": 1.0, "blind_evidence_count": 2, "case_id": "corporate_76724c", "contradictions_surfaced": 2, "contradictions_total": 2, "contradictions_triggered": 2, "difficulty": "medium", "evidence_presented": 4, "evidence_timing_successes": 2, "invalid_tool_calls": 0, "model_repo": "heavycoderhh/counsel-env-qwen3-8b-qlora-sft-run4b", "primary_reward": 1.0, "questions_used": 4, "reward": 0.93, "seed": 20260444, "useless_questions_ratio": 0.25}
+{"agent": "trained_qwen3_8b_qlora_sft_run4b", "auxiliary_reward": 0.35, "avg_question_length": 1.0, "blind_evidence_count": 3, "case_id": "timeline_767821", "contradictions_surfaced": 1, "contradictions_total": 2, "contradictions_triggered": 1, "difficulty": "medium", "evidence_presented": 4, "evidence_timing_successes": 1, "invalid_tool_calls": 0, "model_repo": "heavycoderhh/counsel-env-qwen3-8b-qlora-sft-run4b", "primary_reward": 0.5, "questions_used": 4, "reward": 0.47000000000000003, "seed": 20260445, "useless_questions_ratio": 0.0}
+{"agent": "trained_qwen3_8b_qlora_sft_run4b", "auxiliary_reward": 0.7500000000000001, "avg_question_length": 1.0, "blind_evidence_count": 2, "case_id": "motive_c0d166", "contradictions_surfaced": 2, "contradictions_total": 2, "contradictions_triggered": 2, "difficulty": "medium", "evidence_presented": 4, "evidence_timing_successes": 2, "invalid_tool_calls": 0, "model_repo": "heavycoderhh/counsel-env-qwen3-8b-qlora-sft-run4b", "primary_reward": 1.0, "questions_used": 4, "reward": 0.9500000000000001, "seed": 20260446, "useless_questions_ratio": 0.25}
+{"agent": "trained_qwen3_8b_qlora_sft_run4b", "auxiliary_reward": 1.2000000000000002, "avg_question_length": 1.0, "blind_evidence_count": 0, "case_id": "corporate_307934", "contradictions_surfaced": 3, "contradictions_total": 3, "contradictions_triggered": 3, "difficulty": "hard", "evidence_presented": 3, "evidence_timing_successes": 3, "invalid_tool_calls": 0, "model_repo": "heavycoderhh/counsel-env-qwen3-8b-qlora-sft-run4b", "primary_reward": 1.0, "questions_used": 3, "reward": 1.0, "seed": 20260447, "useless_questions_ratio": 0.0}
+{"agent": "trained_qwen3_8b_qlora_sft_run4b", "auxiliary_reward": 1.2000000000000002, "avg_question_length": 1.0, "blind_evidence_count": 0, "case_id": "timeline_592816", "contradictions_surfaced": 3, "contradictions_total": 3, "contradictions_triggered": 3, "difficulty": "hard", "evidence_presented": 3, "evidence_timing_successes": 3, "invalid_tool_calls": 0, "model_repo": "heavycoderhh/counsel-env-qwen3-8b-qlora-sft-run4b", "primary_reward": 1.0, "questions_used": 3, "reward": 1.0, "seed": 20260448, "useless_questions_ratio": 0.0}
+{"agent": "trained_qwen3_8b_qlora_sft_run4b", "auxiliary_reward": 0.7000000000000001, "avg_question_length": 1.5, "blind_evidence_count": 2, "case_id": "knowledge_b26824", "contradictions_surfaced": 2, "contradictions_total": 2, "contradictions_triggered": 2, "difficulty": "medium", "evidence_presented": 4, "evidence_timing_successes": 2, "invalid_tool_calls": 0, "model_repo": "heavycoderhh/counsel-env-qwen3-8b-qlora-sft-run4b", "primary_reward": 1.0, "questions_used": 2, "reward": 0.9400000000000001, "seed": 20260449, "useless_questions_ratio": 0.0}
+{"agent": "trained_qwen3_8b_qlora_sft_run4b", "auxiliary_reward": 0.7500000000000001, "avg_question_length": 1.5, "blind_evidence_count": 2, "case_id": "knowledge_697785", "contradictions_surfaced": 2, "contradictions_total": 3, "contradictions_triggered": 2, "difficulty": "hard", "evidence_presented": 4, "evidence_timing_successes": 2, "invalid_tool_calls": 0, "model_repo": "heavycoderhh/counsel-env-qwen3-8b-qlora-sft-run4b", "primary_reward": 0.6666666666666666, "questions_used": 4, "reward": 0.6833333333333333, "seed": 20260450, "useless_questions_ratio": 0.25}
+{"agent": "trained_qwen3_8b_qlora_sft_run4b", "auxiliary_reward": 0.35, "avg_question_length": 1.0, "blind_evidence_count": 3, "case_id": "timeline_81dafd", "contradictions_surfaced": 1, "contradictions_total": 2, "contradictions_triggered": 1, "difficulty": "medium", "evidence_presented": 4, "evidence_timing_successes": 1, "invalid_tool_calls": 0, "model_repo": "heavycoderhh/counsel-env-qwen3-8b-qlora-sft-run4b", "primary_reward": 0.5, "questions_used": 4, "reward": 0.47000000000000003, "seed": 20260451, "useless_questions_ratio": 0.0}
+{"agent": "trained_qwen3_8b_qlora_sft_run4b", "auxiliary_reward": 0.65, "avg_question_length": 1.0, "blind_evidence_count": 2, "case_id": "corporate_8eb7d7", "contradictions_surfaced": 2, "contradictions_total": 2, "contradictions_triggered": 2, "difficulty": "medium", "evidence_presented": 4, "evidence_timing_successes": 2, "invalid_tool_calls": 0, "model_repo": "heavycoderhh/counsel-env-qwen3-8b-qlora-sft-run4b", "primary_reward": 1.0, "questions_used": 4, "reward": 0.93, "seed": 20260452, "useless_questions_ratio": 0.25}
+{"agent": "trained_qwen3_8b_qlora_sft_run4b", "auxiliary_reward": 0.7, "avg_question_length": 1.0, "blind_evidence_count": 1, "case_id": "possession_dbb5fe", "contradictions_surfaced": 2, "contradictions_total": 2, "contradictions_triggered": 2, "difficulty": "medium", "evidence_presented": 3, "evidence_timing_successes": 2, "invalid_tool_calls": 0, "model_repo": "heavycoderhh/counsel-env-qwen3-8b-qlora-sft-run4b", "primary_reward": 1.0, "questions_used": 3, "reward": 0.9400000000000001, "seed": 20260453, "useless_questions_ratio": 0.3333333333333333}
+{"agent": "trained_qwen3_8b_qlora_sft_run4b", "auxiliary_reward": 0.6000000000000001, "avg_question_length": 2.0, "blind_evidence_count": 2, "case_id": "alibi_a4666f", "contradictions_surfaced": 2, "contradictions_total": 3, "contradictions_triggered": 2, "difficulty": "hard", "evidence_presented": 4, "evidence_timing_successes": 2, "invalid_tool_calls": 0, "model_repo": "heavycoderhh/counsel-env-qwen3-8b-qlora-sft-run4b", "primary_reward": 0.6666666666666666, "questions_used": 4, "reward": 0.6533333333333333, "seed": 20260454, "useless_questions_ratio": 0.5}

assets/trained_eval_run4b_8b_sft/eval/trained_eval_summary.json

@@ -0,0 +1,52 @@
+[
+  {
+    "agent": "keyword_spam",
+    "avg_evidence_timing": 0,
+    "avg_primary_reward": 0.0,
+    "avg_reward": 0.07300000000000001,
+    "avg_surface_rate": 0.0,
+    "avg_trigger_rate": 0.6777777777777778,
+    "avg_useless_ratio": 0.48000000000000004,
+    "episodes": 30
+  },
+  {
+    "agent": "present_all",
+    "avg_evidence_timing": 0,
+    "avg_primary_reward": 0.0,
+    "avg_reward": 0.0,
+    "avg_surface_rate": 0.0,
+    "avg_trigger_rate": 0.0,
+    "avg_useless_ratio": 0.0,
+    "episodes": 30
+  },
+  {
+    "agent": "random",
+    "avg_evidence_timing": 0,
+    "avg_primary_reward": 0.0,
+    "avg_reward": 0.0,
+    "avg_surface_rate": 0.0,
+    "avg_trigger_rate": 0.0,
+    "avg_useless_ratio": 1.0,
+    "episodes": 30
+  },
+  {
+    "agent": "scripted_oracle",
+    "avg_evidence_timing": 1.9,
+    "avg_primary_reward": 0.95,
+    "avg_reward": 0.9023333333333334,
+    "avg_surface_rate": 0.95,
+    "avg_trigger_rate": 0.95,
+    "avg_useless_ratio": 0.0,
+    "episodes": 30
+  },
+  {
+    "agent": "trained_qwen3_8b_qlora_sft_run4b",
+    "avg_evidence_timing": 1.8333333333333333,
+    "avg_primary_reward": 0.9277777777777778,
+    "avg_reward": 0.8598888888888889,
+    "avg_surface_rate": 0.9277777777777778,
+    "avg_trigger_rate": 0.9277777777777778,
+    "avg_useless_ratio": 0.2,
+    "episodes": 30
+  }
+]

assets/trained_eval_run4b_8b_sft/eval/trained_eval_transcripts.md

@@ -0,0 +1,114 @@
+# Agent: trained_qwen3_8b_qlora_sft_run4b
+
+## timeline_255d67 (easy)
+
+Esme Dubois is accused of assault at the public library on Walnut Street on May 28th. The victim claims the assault occurred at 11:45 PM. The defendant claims they were elsewhere at that time.
+
+### Transcript
+- Step 1 `ask_question`: time?
+  - Witness: The assault happened at 11:00 PM, not 11:45 PM.
+  - Triggered: c1_time_of_assault; Surfaced: none
+- Step 2 `present_evidence`: surveillance_timestamp
+  - Witness: [Witness stammers] I... I'm not sure what to say.
+  - Triggered: c1_time_of_assault; Surfaced: c1_time_of_assault
+- Step 3 `ask_question`: where?
+  - Witness: I don't recall.
+  - Triggered: c1_time_of_assault; Surfaced: c1_time_of_assault
+- Step 4 `present_evidence`: phone_records
+  - Witness: [Witness] I have no comment on that exhibit.
+  - Triggered: c1_time_of_assault; Surfaced: c1_time_of_assault
+- Step 5 `ask_question`: motive?
+  - Witness: I had no reason to hurt anyone.
+  - Triggered: c1_time_of_assault; Surfaced: c1_time_of_assault
+- Step 6 `present_evidence`: motive_email
+  - Witness: [Witness] I have no comment on that exhibit.
+  - Triggered: c1_time_of_assault; Surfaced: c1_time_of_assault
+- Step 7 `ask_question`: alibi?
+  - Witness: I was at home at 11:00 PM. I have witnesses.
+  - Triggered: c1_time_of_assault; Surfaced: c1_time_of_assault
+- Step 8 `present_evidence`: witness_alibi
+  - Witness: [Witness] I have no comment on that exhibit.
+  - Triggered: c1_time_of_assault; Surfaced: c1_time_of_assault
+- Step 9 `rest_case`: rest_case
+  - Witness: [Counsel rests.]
+  - Triggered: c1_time_of_assault; Surfaced: c1_time_of_assault
+
+### Reward
+```json
+{"primary_reward": 1.0, "auxiliary_reward_raw": 0.2, "total_reward": 0.8400000000000001, "contradictions_total": 1.0, "contradictions_triggered": 1.0, "contradictions_surfaced": 1.0, "keyword_questions": 1.0, "evidence_timing_successes": 1.0, "blind_evidence_count": 3.0, "duplicate_questions": 0.0, "irrelevant_questions": 1.0, "inadmissible_actions": 0.0, "useless_questions_ratio": 0.25, "avg_question_length": 1.0}
+```
+
+---
+
+# Agent: trained_qwen3_8b_qlora_sft_run4b
+
+## knowledge_b28f8c (medium)
+
+Priya Sharma is charged with embezzlement from the diner at the corner of 9th and Broad. The state alleges Priya Sharma systematically diverted funds in coordination with the manager, Kavita Iyer, between December 5th and the present. The defendant denies knowing Kavita Iyer.
+
+### Transcript
+- Step 1 `ask_question`: know?
+  - Witness: I have never met Kavita Iyer in my life.
+  - Triggered: c1_know_victim; Surfaced: none
+- Step 2 `present_evidence`: email_chain
+  - Witness: [Witness stammers] I... I'm not sure what to say.
+  - Triggered: c1_know_victim; Surfaced: c1_know_victim
+- Step 3 `ask_question`: been to?
+  - Witness: I've never set foot in the diner at the corner of 9th and Broad.
+  - Triggered: c1_know_victim, c2_place_visit; Surfaced: c1_know_victim
+- Step 4 `present_evidence`: visitor_log
+  - Witness: [Witness stammers] I... I'm not sure what to say.
+  - Triggered: c1_know_victim, c2_place_visit; Surfaced: c1_know_victim, c2_place_visit
+- Step 5 `present_evidence`: meeting_notes
+  - Witness: [Witness] I have no comment on that exhibit.
+  - Triggered: c1_know_victim, c2_place_visit; Surfaced: c1_know_victim, c2_place_visit
+- Step 6 `rest_case`: rest_case
+  - Witness: [Counsel rests.]
+  - Triggered: c1_know_victim, c2_place_visit; Surfaced: c1_know_victim, c2_place_visit
+
+### Reward
+```json
+{"primary_reward": 1.0, "auxiliary_reward_raw": 0.75, "total_reward": 0.9500000000000001, "contradictions_total": 2.0, "contradictions_triggered": 2.0, "contradictions_surfaced": 2.0, "keyword_questions": 2.0, "evidence_timing_successes": 2.0, "blind_evidence_count": 1.0, "duplicate_questions": 0.0, "irrelevant_questions": 0.0, "inadmissible_actions": 0.0, "useless_questions_ratio": 0.0, "avg_question_length": 1.5}
+```
+
+---
+
+# Agent: trained_qwen3_8b_qlora_sft_run4b
+
+## workplace_c98377 (easy)
+
+Priya Sharma is questioned in an HR investigation after Ravi Joshi reported retaliation at the HR office on March 14th. The manager denies sending threatening messages or being nearby.
+
+### Transcript
+- Step 1 `ask_question`: message?
+  - Witness: I never sent Ravi Joshi any threatening message.
+  - Triggered: c1_message_denial; Surfaced: none
+- Step 2 `present_evidence`: message_export
+  - Witness: [Witness stammers] I... I'm not sure what to say.
+  - Triggered: c1_message_denial; Surfaced: c1_message_denial
+- Step 3 `ask_question`: where?
+  - Witness: I was not near the HR office that day.
+  - Triggered: c1_message_denial; Surfaced: c1_message_denial
+- Step 4 `present_evidence`: badge_scan
+  - Witness: [Witness] I have no comment on that exhibit.
+  - Triggered: c1_message_denial; Surfaced: c1_message_denial
+- Step 5 `ask_question`: warning?
+  - Witness: HR never warned me about retaliation.
+  - Triggered: c1_message_denial; Surfaced: c1_message_denial
+- Step 6 `present_evidence`: hr_warning_memo
+  - Witness: [Witness] I have no comment on that exhibit.
+  - Triggered: c1_message_denial; Surfaced: c1_message_denial
+- Step 7 `ask_question`: where?
+  - Witness: You've already asked that question.
+  - Triggered: c1_message_denial; Surfaced: c1_message_denial
+- Step 8 `present_evidence`: security_clip
+  - Witness: [Witness] I have no comment on that exhibit.
+  - Triggered: c1_message_denial; Surfaced: c1_message_denial
+- Step 9 `rest_case`: rest_case
+  - Witness: [Counsel rests.]
+  - Triggered: c1_message_denial; Surfaced: c1_message_denial
+
+### Reward
+```json
+{"primary_reward": 1.0, "auxiliary_reward_raw": 0.2, "total_reward": 0.8400000000000001, "contradictions_total": 1.0, "contradictions_triggered": 1.0, "contradictions_surfaced": 1.0, "keyword_questions": 1.0, "evidence_timing_successes": 1.0, "blind_evidence_count": 3.0, "duplicate_questions": 1.0, "irrelevant_questions": 0.0, "inadmissible_actions": 0.0, "useless_questions_ratio": 0.25, "avg_question_length": 1.0}
+```

assets/trained_eval_run4b_8b_sft/training_summary.json

@@ -0,0 +1,25 @@
+{
+  "artifact_repo": "heavycoderhh/counsel-env-qwen3-8b-qlora-sft-run4b",
+  "base_model": "Qwen/Qwen3-8B",
+  "gradient_accumulation_steps": 4,
+  "include_rest_rows": false,
+  "lora_alpha": 32,
+  "lora_dropout": 0.05,
+  "lora_r": 16,
+  "max_sft_length": 1536,
+  "metrics": {
+    "epoch": 0.6027397260273972,
+    "total_flos": 3.105680873988096e+16,
+    "train_loss": 0.05649940988699779,
+    "train_runtime": 1287.6923,
+    "train_samples_per_second": 0.683,
+    "train_steps_per_second": 0.171
+  },
+  "recipe": "qwen3_8b_qlora_oracle_sft",
+  "sft_case_count": 480,
+  "sft_epochs": 1.0,
+  "sft_learning_rate": 0.0001,
+  "sft_max_steps": 220,
+  "sft_row_count": 1460,
+  "space_repo": "heavycoderhh/counsel-env"
+}