ropedia-xperience-10m-task-baselines / docs /data /scope_claims_audit.json
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{
"status": "pass",
"generated_at_utc": "2026-06-07T15:47:31+00:00",
"summary": {
"qwen3_omni_verified_diagnostic_pilot": true,
"dataset_manifest_num_episodes": 119,
"dataset_manifest_num_samples": 3808,
"training_metadata_num_train_samples": 2848,
"eval_num_samples": 448,
"eval_json_validity_rate": 1.0,
"quality_target_met": true,
"historical_identifier_count": 1545,
"public_32_episode_status_file_count": 1,
"failure_count": 0
},
"checks": [
{
"name": "project_packet_records_verified_diagnostic_status",
"status": "pass",
"detail": "project packet describes the verified diagnostic pilot and quality boundary",
"evidence": [
"docs/data/project_packet.json"
]
},
{
"name": "summary_metrics_preserves_verified_diagnostic_status",
"status": "pass",
"detail": "The selected-episode Qwen3-Omni diagnostic pilot is verified on the 96/16/16 split and now meets the 98% target for JSON validity; action/subtask quality remains weak, so current results are diagnostic baselines, not strong model-quality claims.",
"evidence": [
"docs/data/summary_metrics.json"
]
},
{
"name": "verified_package_dataset_has_expected_windows",
"status": "pass",
"detail": "episodes=119, samples=3808, split_counts={'train': 2848, 'val': 512, 'test': 448}",
"evidence": [
"results/omni_finetune/verified_public/xperience10m_qwen3_omni_128ep_structured_json_v3_strict_label_prompt_reuse_lora_eval_test_full/dataset/dataset_manifest.json"
]
},
{
"name": "verified_package_training_records_8_processes",
"status": "pass",
"detail": "train=2848, val=512, processes=8",
"evidence": [
"results/omni_finetune/verified_public/xperience10m_qwen3_omni_128ep_structured_json_v3_strict_label_prompt_reuse_lora_eval_test_full/training/training_metadata.json"
]
},
{
"name": "verified_package_eval_records_real_held_out_metrics",
"status": "pass",
"detail": "samples=448, split=test, held_out=14, json_validity=1.0",
"evidence": [
"results/omni_finetune/verified_public/xperience10m_qwen3_omni_128ep_structured_json_v3_strict_label_prompt_reuse_lora_eval_test_full/eval/metrics.json"
]
},
{
"name": "verified_package_audit_passes",
"status": "pass",
"detail": "audit_status=pass, issues=0",
"evidence": [
"results/omni_finetune/verified_public/xperience10m_qwen3_omni_128ep_structured_json_v3_strict_label_prompt_reuse_lora_eval_test_full/package_audit.json"
]
},
{
"name": "public_presentation_has_no_misleading_32ep_identifiers",
"status": "pass",
"detail": "public presentation scan failures=0",
"evidence": [
"README.md",
"ARTIFACT_GUIDE.md",
"EVIDENCE_CONTRACT.md",
"REPRODUCIBILITY.md",
"docs/index.html",
"docs/data/artifact_index.json",
"docs/data/evidence_contract.json",
"docs/data/project_manifest.json",
"docs/data/mirror_parity.json",
"docs/data/reproducibility_matrix.json",
"docs/data/project_packet.json",
"docs/data/summary_metrics.json"
]
},
{
"name": "historical_32ep_identifiers_are_confined_to_readiness_artifacts",
"status": "pass",
"detail": "historical identifiers found in result provenance files=1545",
"evidence": [
"results/omni_finetune/"
]
}
],
"public_status_observations": [
{
"path": "docs/data/artifact_index.json",
"contains_32_episode_status_text": true
}
],
"historical_identifiers": [
{
"classification": "historical_identifier_in_readiness_artifact",
"path": "results/omni_finetune/XPERIENCE10M_128_DATA_PREPARATION_AND_FINETUNE_PLAN.md",
"line": 42,
"patterns": [
"ropedia-episode-task-suite"
],
"example": "export RELAY_WORKDIR=/path/to/ropedia-episode-task-suite"
},
{
"classification": "historical_identifier_in_readiness_artifact",
"path": "results/omni_finetune/XPERIENCE10M_128_DATA_PREPARATION_AND_FINETUNE_PLAN.md",
"line": 45,
"patterns": [
"ropedia-episode-task-suite"
],
"example": "export TRAINING_REPO=/path/to/ropedia-episode-task-suite"
},
{
"classification": "historical_identifier_in_readiness_artifact",
"path": "results/omni_finetune/dataset.jsonl",
"line": 1,
"patterns": [
"qwen3_omni_32ep",
"xperience10m_qwen3_omni_32ep",
"ropedia-episode-task-suite"
],
"example": "{\"id\": \"xperience-10m-sample:qa:0\", \"episode_id\": \"xperience-10m-sample\", \"split\": \"train\", \"target\": \"episode_qa\", \"prompt_type\": \"json_episode_understanding\", \"center_window\": {\"start_frame\": 0, \"end_frame\": 19, \"num_frames\": 20}, \"media\": {\"video_paths\": [{"
},
{
"classification": "historical_identifier_in_readiness_artifact",
"path": "results/omni_finetune/dataset.jsonl",
"line": 2,
"patterns": [
"qwen3_omni_32ep",
"xperience10m_qwen3_omni_32ep",
"ropedia-episode-task-suite"
],
"example": "{\"id\": \"xperience-10m-sample:qa:1\", \"episode_id\": \"xperience-10m-sample\", \"split\": \"train\", \"target\": \"episode_qa\", \"prompt_type\": \"json_episode_understanding\", \"center_window\": {\"start_frame\": 20, \"end_frame\": 39, \"num_frames\": 20}, \"media\": {\"video_paths\": ["
},
{
"classification": "historical_identifier_in_readiness_artifact",
"path": "results/omni_finetune/dataset.jsonl",
"line": 3,
"patterns": [
"qwen3_omni_32ep",
"xperience10m_qwen3_omni_32ep",
"ropedia-episode-task-suite"
],
"example": "{\"id\": \"xperience-10m-sample:qa:2\", \"episode_id\": \"xperience-10m-sample\", \"split\": \"train\", \"target\": \"episode_qa\", \"prompt_type\": \"json_episode_understanding\", \"center_window\": {\"start_frame\": 40, \"end_frame\": 59, \"num_frames\": 20}, \"media\": {\"video_paths\": ["
},
{
"classification": "historical_identifier_in_readiness_artifact",
"path": "results/omni_finetune/dataset.jsonl",
"line": 4,
"patterns": [
"qwen3_omni_32ep",
"xperience10m_qwen3_omni_32ep",
"ropedia-episode-task-suite"
],
"example": "{\"id\": \"xperience-10m-sample:qa:3\", \"episode_id\": \"xperience-10m-sample\", \"split\": \"train\", \"target\": \"episode_qa\", \"prompt_type\": \"json_episode_understanding\", \"center_window\": {\"start_frame\": 60, \"end_frame\": 79, \"num_frames\": 20}, \"media\": {\"video_paths\": ["
},
{
"classification": "historical_identifier_in_readiness_artifact",
"path": "results/omni_finetune/dataset.jsonl",
"line": 5,
"patterns": [
"qwen3_omni_32ep",
"xperience10m_qwen3_omni_32ep",
"ropedia-episode-task-suite"
],
"example": "{\"id\": \"xperience-10m-sample:qa:4\", \"episode_id\": \"xperience-10m-sample\", \"split\": \"train\", \"target\": \"episode_qa\", \"prompt_type\": \"json_episode_understanding\", \"center_window\": {\"start_frame\": 80, \"end_frame\": 99, \"num_frames\": 20}, \"media\": {\"video_paths\": ["
},
{
"classification": "historical_identifier_in_readiness_artifact",
"path": "results/omni_finetune/dataset.jsonl",
"line": 6,
"patterns": [
"qwen3_omni_32ep",
"xperience10m_qwen3_omni_32ep",
"ropedia-episode-task-suite"
],
"example": "{\"id\": \"xperience-10m-sample:qa:5\", \"episode_id\": \"xperience-10m-sample\", \"split\": \"train\", \"target\": \"episode_qa\", \"prompt_type\": \"json_episode_understanding\", \"center_window\": {\"start_frame\": 100, \"end_frame\": 119, \"num_frames\": 20}, \"media\": {\"video_paths\":"
},
{
"classification": "historical_identifier_in_readiness_artifact",
"path": "results/omni_finetune/dataset.jsonl",
"line": 7,
"patterns": [
"qwen3_omni_32ep",
"xperience10m_qwen3_omni_32ep",
"ropedia-episode-task-suite"
],
"example": "{\"id\": \"xperience-10m-sample:qa:6\", \"episode_id\": \"xperience-10m-sample\", \"split\": \"train\", \"target\": \"episode_qa\", \"prompt_type\": \"json_episode_understanding\", \"center_window\": {\"start_frame\": 120, \"end_frame\": 139, \"num_frames\": 20}, \"media\": {\"video_paths\":"
},
{
"classification": "historical_identifier_in_readiness_artifact",
"path": "results/omni_finetune/dataset.jsonl",
"line": 8,
"patterns": [
"qwen3_omni_32ep",
"xperience10m_qwen3_omni_32ep",
"ropedia-episode-task-suite"
],
"example": "{\"id\": \"xperience-10m-sample:qa:7\", \"episode_id\": \"xperience-10m-sample\", \"split\": \"train\", \"target\": \"episode_qa\", \"prompt_type\": \"json_episode_understanding\", \"center_window\": {\"start_frame\": 140, \"end_frame\": 159, \"num_frames\": 20}, \"media\": {\"video_paths\":"
},
{
"classification": "historical_identifier_in_readiness_artifact",
"path": "results/omni_finetune/dataset.jsonl",
"line": 9,
"patterns": [
"qwen3_omni_32ep",
"xperience10m_qwen3_omni_32ep",
"ropedia-episode-task-suite"
],
"example": "{\"id\": \"xperience-10m-sample:qa:8\", \"episode_id\": \"xperience-10m-sample\", \"split\": \"train\", \"target\": \"episode_qa\", \"prompt_type\": \"json_episode_understanding\", \"center_window\": {\"start_frame\": 160, \"end_frame\": 179, \"num_frames\": 20}, \"media\": {\"video_paths\":"
},
{
"classification": "historical_identifier_in_readiness_artifact",
"path": "results/omni_finetune/dataset.jsonl",
"line": 10,
"patterns": [
"qwen3_omni_32ep",
"xperience10m_qwen3_omni_32ep",
"ropedia-episode-task-suite"
],
"example": "{\"id\": \"xperience-10m-sample:qa:9\", \"episode_id\": \"xperience-10m-sample\", \"split\": \"train\", \"target\": \"episode_qa\", \"prompt_type\": \"json_episode_understanding\", \"center_window\": {\"start_frame\": 180, \"end_frame\": 199, \"num_frames\": 20}, \"media\": {\"video_paths\":"
},
{
"classification": "historical_identifier_in_readiness_artifact",
"path": "results/omni_finetune/dataset.jsonl",
"line": 11,
"patterns": [
"qwen3_omni_32ep",
"xperience10m_qwen3_omni_32ep",
"ropedia-episode-task-suite"
],
"example": "{\"id\": \"xperience-10m-sample:qa:10\", \"episode_id\": \"xperience-10m-sample\", \"split\": \"train\", \"target\": \"episode_qa\", \"prompt_type\": \"json_episode_understanding\", \"center_window\": {\"start_frame\": 200, \"end_frame\": 219, \"num_frames\": 20}, \"media\": {\"video_paths\""
},
{
"classification": "historical_identifier_in_readiness_artifact",
"path": "results/omni_finetune/dataset.jsonl",
"line": 12,
"patterns": [
"qwen3_omni_32ep",
"xperience10m_qwen3_omni_32ep",
"ropedia-episode-task-suite"
],
"example": "{\"id\": \"xperience-10m-sample:qa:11\", \"episode_id\": \"xperience-10m-sample\", \"split\": \"train\", \"target\": \"episode_qa\", \"prompt_type\": \"json_episode_understanding\", \"center_window\": {\"start_frame\": 220, \"end_frame\": 239, \"num_frames\": 20}, \"media\": {\"video_paths\""
},
{
"classification": "historical_identifier_in_readiness_artifact",
"path": "results/omni_finetune/dataset.jsonl",
"line": 13,
"patterns": [
"qwen3_omni_32ep",
"xperience10m_qwen3_omni_32ep",
"ropedia-episode-task-suite"
],
"example": "{\"id\": \"xperience-10m-sample:qa:12\", \"episode_id\": \"xperience-10m-sample\", \"split\": \"train\", \"target\": \"episode_qa\", \"prompt_type\": \"json_episode_understanding\", \"center_window\": {\"start_frame\": 240, \"end_frame\": 259, \"num_frames\": 20}, \"media\": {\"video_paths\""
},
{
"classification": "historical_identifier_in_readiness_artifact",
"path": "results/omni_finetune/dataset.jsonl",
"line": 14,
"patterns": [
"qwen3_omni_32ep",
"xperience10m_qwen3_omni_32ep",
"ropedia-episode-task-suite"
],
"example": "{\"id\": \"xperience-10m-sample:qa:13\", \"episode_id\": \"xperience-10m-sample\", \"split\": \"train\", \"target\": \"episode_qa\", \"prompt_type\": \"json_episode_understanding\", \"center_window\": {\"start_frame\": 260, \"end_frame\": 279, \"num_frames\": 20}, \"media\": {\"video_paths\""
},
{
"classification": "historical_identifier_in_readiness_artifact",
"path": "results/omni_finetune/dataset.jsonl",
"line": 15,
"patterns": [
"qwen3_omni_32ep",
"xperience10m_qwen3_omni_32ep",
"ropedia-episode-task-suite"
],
"example": "{\"id\": \"xperience-10m-sample:qa:14\", \"episode_id\": \"xperience-10m-sample\", \"split\": \"train\", \"target\": \"episode_qa\", \"prompt_type\": \"json_episode_understanding\", \"center_window\": {\"start_frame\": 280, \"end_frame\": 299, \"num_frames\": 20}, \"media\": {\"video_paths\""
},
{
"classification": "historical_identifier_in_readiness_artifact",
"path": "results/omni_finetune/dataset.jsonl",
"line": 16,
"patterns": [
"qwen3_omni_32ep",
"xperience10m_qwen3_omni_32ep",
"ropedia-episode-task-suite"
],
"example": "{\"id\": \"xperience-10m-sample:qa:15\", \"episode_id\": \"xperience-10m-sample\", \"split\": \"train\", \"target\": \"episode_qa\", \"prompt_type\": \"json_episode_understanding\", \"center_window\": {\"start_frame\": 300, \"end_frame\": 319, \"num_frames\": 20}, \"media\": {\"video_paths\""
},
{
"classification": "historical_identifier_in_readiness_artifact",
"path": "results/omni_finetune/dataset.jsonl",
"line": 17,
"patterns": [
"qwen3_omni_32ep",
"xperience10m_qwen3_omni_32ep",
"ropedia-episode-task-suite"
],
"example": "{\"id\": \"xperience-10m-sample:qa:40\", \"episode_id\": \"xperience-10m-sample\", \"split\": \"train\", \"target\": \"episode_qa\", \"prompt_type\": \"json_episode_understanding\", \"center_window\": {\"start_frame\": 800, \"end_frame\": 819, \"num_frames\": 20}, \"media\": {\"video_paths\""
},
{
"classification": "historical_identifier_in_readiness_artifact",
"path": "results/omni_finetune/dataset.jsonl",
"line": 18,
"patterns": [
"qwen3_omni_32ep",
"xperience10m_qwen3_omni_32ep",
"ropedia-episode-task-suite"
],
"example": "{\"id\": \"xperience-10m-sample:qa:41\", \"episode_id\": \"xperience-10m-sample\", \"split\": \"train\", \"target\": \"episode_qa\", \"prompt_type\": \"json_episode_understanding\", \"center_window\": {\"start_frame\": 820, \"end_frame\": 839, \"num_frames\": 20}, \"media\": {\"video_paths\""
},
{
"classification": "historical_identifier_in_readiness_artifact",
"path": "results/omni_finetune/dataset.jsonl",
"line": 19,
"patterns": [
"qwen3_omni_32ep",
"xperience10m_qwen3_omni_32ep",
"ropedia-episode-task-suite"
],
"example": "{\"id\": \"xperience-10m-sample:qa:42\", \"episode_id\": \"xperience-10m-sample\", \"split\": \"train\", \"target\": \"episode_qa\", \"prompt_type\": \"json_episode_understanding\", \"center_window\": {\"start_frame\": 840, \"end_frame\": 859, \"num_frames\": 20}, \"media\": {\"video_paths\""
},
{
"classification": "historical_identifier_in_readiness_artifact",
"path": "results/omni_finetune/dataset.jsonl",
"line": 20,
"patterns": [
"qwen3_omni_32ep",
"xperience10m_qwen3_omni_32ep",
"ropedia-episode-task-suite"
],
"example": "{\"id\": \"xperience-10m-sample:qa:43\", \"episode_id\": \"xperience-10m-sample\", \"split\": \"train\", \"target\": \"episode_qa\", \"prompt_type\": \"json_episode_understanding\", \"center_window\": {\"start_frame\": 860, \"end_frame\": 879, \"num_frames\": 20}, \"media\": {\"video_paths\""
},
{
"classification": "historical_identifier_in_readiness_artifact",
"path": "results/omni_finetune/dataset.jsonl",
"line": 21,
"patterns": [
"qwen3_omni_32ep",
"xperience10m_qwen3_omni_32ep",
"ropedia-episode-task-suite"
],
"example": "{\"id\": \"xperience-10m-sample:qa:44\", \"episode_id\": \"xperience-10m-sample\", \"split\": \"train\", \"target\": \"episode_qa\", \"prompt_type\": \"json_episode_understanding\", \"center_window\": {\"start_frame\": 880, \"end_frame\": 899, \"num_frames\": 20}, \"media\": {\"video_paths\""
},
{
"classification": "historical_identifier_in_readiness_artifact",
"path": "results/omni_finetune/dataset.jsonl",
"line": 22,
"patterns": [
"qwen3_omni_32ep",
"xperience10m_qwen3_omni_32ep",
"ropedia-episode-task-suite"
],
"example": "{\"id\": \"xperience-10m-sample:qa:45\", \"episode_id\": \"xperience-10m-sample\", \"split\": \"train\", \"target\": \"episode_qa\", \"prompt_type\": \"json_episode_understanding\", \"center_window\": {\"start_frame\": 900, \"end_frame\": 919, \"num_frames\": 20}, \"media\": {\"video_paths\""
},
{
"classification": "historical_identifier_in_readiness_artifact",
"path": "results/omni_finetune/dataset.jsonl",
"line": 23,
"patterns": [
"qwen3_omni_32ep",
"xperience10m_qwen3_omni_32ep",
"ropedia-episode-task-suite"
],
"example": "{\"id\": \"xperience-10m-sample:qa:46\", \"episode_id\": \"xperience-10m-sample\", \"split\": \"train\", \"target\": \"episode_qa\", \"prompt_type\": \"json_episode_understanding\", \"center_window\": {\"start_frame\": 920, \"end_frame\": 939, \"num_frames\": 20}, \"media\": {\"video_paths\""
},
{
"classification": "historical_identifier_in_readiness_artifact",
"path": "results/omni_finetune/dataset.jsonl",
"line": 24,
"patterns": [
"qwen3_omni_32ep",
"xperience10m_qwen3_omni_32ep",
"ropedia-episode-task-suite"
],
"example": "{\"id\": \"xperience-10m-sample:qa:47\", \"episode_id\": \"xperience-10m-sample\", \"split\": \"train\", \"target\": \"episode_qa\", \"prompt_type\": \"json_episode_understanding\", \"center_window\": {\"start_frame\": 940, \"end_frame\": 959, \"num_frames\": 20}, \"media\": {\"video_paths\""
},
{
"classification": "historical_identifier_in_readiness_artifact",
"path": "results/omni_finetune/dataset.jsonl",
"line": 25,
"patterns": [
"qwen3_omni_32ep",
"xperience10m_qwen3_omni_32ep",
"ropedia-episode-task-suite"
],
"example": "{\"id\": \"xperience-10m-sample:qa:50\", \"episode_id\": \"xperience-10m-sample\", \"split\": \"train\", \"target\": \"episode_qa\", \"prompt_type\": \"json_episode_understanding\", \"center_window\": {\"start_frame\": 1000, \"end_frame\": 1019, \"num_frames\": 20}, \"media\": {\"video_path"
},
{
"classification": "historical_identifier_in_readiness_artifact",
"path": "results/omni_finetune/dataset.jsonl",
"line": 26,
"patterns": [
"qwen3_omni_32ep",
"xperience10m_qwen3_omni_32ep",
"ropedia-episode-task-suite"
],
"example": "{\"id\": \"xperience-10m-sample:qa:51\", \"episode_id\": \"xperience-10m-sample\", \"split\": \"train\", \"target\": \"episode_qa\", \"prompt_type\": \"json_episode_understanding\", \"center_window\": {\"start_frame\": 1020, \"end_frame\": 1039, \"num_frames\": 20}, \"media\": {\"video_path"
},
{
"classification": "historical_identifier_in_readiness_artifact",
"path": "results/omni_finetune/dataset.jsonl",
"line": 27,
"patterns": [
"qwen3_omni_32ep",
"xperience10m_qwen3_omni_32ep",
"ropedia-episode-task-suite"
],
"example": "{\"id\": \"xperience-10m-sample:qa:52\", \"episode_id\": \"xperience-10m-sample\", \"split\": \"train\", \"target\": \"episode_qa\", \"prompt_type\": \"json_episode_understanding\", \"center_window\": {\"start_frame\": 1040, \"end_frame\": 1059, \"num_frames\": 20}, \"media\": {\"video_path"
},
{
"classification": "historical_identifier_in_readiness_artifact",
"path": "results/omni_finetune/dataset.jsonl",
"line": 28,
"patterns": [
"qwen3_omni_32ep",
"xperience10m_qwen3_omni_32ep",
"ropedia-episode-task-suite"
],
"example": "{\"id\": \"xperience-10m-sample:qa:53\", \"episode_id\": \"xperience-10m-sample\", \"split\": \"train\", \"target\": \"episode_qa\", \"prompt_type\": \"json_episode_understanding\", \"center_window\": {\"start_frame\": 1060, \"end_frame\": 1079, \"num_frames\": 20}, \"media\": {\"video_path"
}
],
"historical_identifier_total_count": 1545,
"failures": []
}