Publish verified DAgger6 dataset
Browse filesFast-forward dataset contents from verified staging revision 0b928fd3041e5612d8ea5061431bbb2e5dd74359. Contains STT/DT/AT seed 101/102 units and UPLOAD_COMPLETE.json.
This view is limited to 50 files because it contains too many changes. See raw diff
- .gitattributes +4 -0
- README.md +78 -0
- UPLOAD_COMPLETE.json +13 -0
- metadata/v6_failures/train/at/seed_101/UNIT_COMPLETE.json +63 -0
- metadata/v6_failures/train/at/seed_101/dagger_selection_plan.json +3 -0
- metadata/v6_failures/train/at/seed_101/dataset_inspection.json +108 -0
- metadata/v6_failures/train/at/seed_101/dataset_stats.json +58 -0
- metadata/v6_failures/train/at/seed_101/frames.manifest.json +21 -0
- metadata/v6_failures/train/at/seed_101/jsonl.manifest.json +16 -0
- metadata/v6_failures/train/at/seed_101/referenced_frames.txt +3 -0
- metadata/v6_failures/train/at/seed_101/vision_cache.manifest.json +51 -0
- metadata/v6_failures/train/at/seed_102/UNIT_COMPLETE.json +63 -0
- metadata/v6_failures/train/at/seed_102/dagger_selection_plan.json +3 -0
- metadata/v6_failures/train/at/seed_102/dataset_inspection.json +108 -0
- metadata/v6_failures/train/at/seed_102/dataset_stats.json +58 -0
- metadata/v6_failures/train/at/seed_102/frames.manifest.json +21 -0
- metadata/v6_failures/train/at/seed_102/jsonl.manifest.json +16 -0
- metadata/v6_failures/train/at/seed_102/referenced_frames.txt +3 -0
- metadata/v6_failures/train/at/seed_102/vision_cache.manifest.json +51 -0
- metadata/v6_failures/train/dt/seed_101/UNIT_COMPLETE.json +63 -0
- metadata/v6_failures/train/dt/seed_101/dagger_selection_plan.json +0 -0
- metadata/v6_failures/train/dt/seed_101/dataset_inspection.json +108 -0
- metadata/v6_failures/train/dt/seed_101/dataset_stats.json +58 -0
- metadata/v6_failures/train/dt/seed_101/frames.manifest.json +16 -0
- metadata/v6_failures/train/dt/seed_101/jsonl.manifest.json +16 -0
- metadata/v6_failures/train/dt/seed_101/referenced_frames.txt +0 -0
- metadata/v6_failures/train/dt/seed_101/vision_cache.manifest.json +26 -0
- metadata/v6_failures/train/dt/seed_102/UNIT_COMPLETE.json +63 -0
- metadata/v6_failures/train/dt/seed_102/dagger_selection_plan.json +0 -0
- metadata/v6_failures/train/dt/seed_102/dataset_inspection.json +108 -0
- metadata/v6_failures/train/dt/seed_102/dataset_stats.json +58 -0
- metadata/v6_failures/train/dt/seed_102/frames.manifest.json +16 -0
- metadata/v6_failures/train/dt/seed_102/jsonl.manifest.json +16 -0
- metadata/v6_failures/train/dt/seed_102/referenced_frames.txt +0 -0
- metadata/v6_failures/train/dt/seed_102/vision_cache.manifest.json +26 -0
- metadata/v6_failures/train/stt/seed_101/UNIT_COMPLETE.json +63 -0
- metadata/v6_failures/train/stt/seed_101/dagger_selection_plan.json +0 -0
- metadata/v6_failures/train/stt/seed_101/dataset_inspection.json +108 -0
- metadata/v6_failures/train/stt/seed_101/dataset_stats.json +58 -0
- metadata/v6_failures/train/stt/seed_101/frames.manifest.json +16 -0
- metadata/v6_failures/train/stt/seed_101/jsonl.manifest.json +16 -0
- metadata/v6_failures/train/stt/seed_101/referenced_frames.txt +0 -0
- metadata/v6_failures/train/stt/seed_101/vision_cache.manifest.json +21 -0
- metadata/v6_failures/train/stt/seed_102/UNIT_COMPLETE.json +63 -0
- metadata/v6_failures/train/stt/seed_102/dagger_selection_plan.json +0 -0
- metadata/v6_failures/train/stt/seed_102/dataset_inspection.json +108 -0
- metadata/v6_failures/train/stt/seed_102/dataset_stats.json +58 -0
- metadata/v6_failures/train/stt/seed_102/frames.manifest.json +16 -0
- metadata/v6_failures/train/stt/seed_102/jsonl.manifest.json +16 -0
- metadata/v6_failures/train/stt/seed_102/referenced_frames.txt +0 -0
.gitattributes
CHANGED
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@@ -58,3 +58,7 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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# Video files - compressed
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*.mp4 filter=lfs diff=lfs merge=lfs -text
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*.webm filter=lfs diff=lfs merge=lfs -text
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# Video files - compressed
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*.mp4 filter=lfs diff=lfs merge=lfs -text
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*.webm filter=lfs diff=lfs merge=lfs -text
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metadata/v6_failures/train/at/seed_101/dagger_selection_plan.json filter=lfs diff=lfs merge=lfs -text
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metadata/v6_failures/train/at/seed_101/referenced_frames.txt filter=lfs diff=lfs merge=lfs -text
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metadata/v6_failures/train/at/seed_102/dagger_selection_plan.json filter=lfs diff=lfs merge=lfs -text
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metadata/v6_failures/train/at/seed_102/referenced_frames.txt filter=lfs diff=lfs merge=lfs -text
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README.md
ADDED
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@@ -0,0 +1,78 @@
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---
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license: other
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task_categories:
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- robotics
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- other
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language:
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- en
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tags:
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- embodied-ai
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- tracking
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- dagger
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- habitat
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pretty_name: OpenTrackVLA DAgger Recovery Dataset
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---
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# OpenTrackVLA DAgger Recovery Dataset
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Training-only DAgger recovery data generated in Habitat for OpenTrackVLA target
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tracking. This release contains V6-policy failure recovery data for AT, DT, and
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STT, using seeds 101 and 102.
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The uploaded payload contains only the final training-ready datasets:
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- JSONL trajectory labels;
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- referenced RGB frames;
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- precomputed DINOv3 + SigLIP fine/coarse visual-token caches;
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- conversion, filtering, and integrity metadata.
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Source rollouts, raw recovery videos, evaluation-scene data, model checkpoints,
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and EVT-Bench results are not included.
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## Layout
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```text
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packed/v6_failures/train/<task>/seed_<seed>/
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jsonl.tar.zst.part-0000...
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frames.tar.zst.part-0000...
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vision_cache.tar.zst.part-0000...
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metadata/v6_failures/train/<task>/seed_<seed>/
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dataset_stats.json
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dataset_inspection.json
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dagger_selection_plan.json
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referenced_frames.txt
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*.manifest.json
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```
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Each component is a Zstandard-compressed tar stream split into numbered parts.
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Reconstruct one component with:
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```bash
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cat <component>.tar.zst.part-* | tar --zstd -xf - -C /path/to/dataset
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```
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Every component manifest records the ordered part names, byte sizes, and SHA256
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checksums. Verify all parts before extraction.
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## Data policy
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This dataset is derived from simulated Habitat/HM3D tracking episodes. Users are
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responsible for complying with the licenses and terms of the upstream scene,
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avatar, simulator, and model assets. The `other` license marker is intentional:
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it does not replace those upstream terms.
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## Generation
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- Split: training scenes and training avatars only
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- Tasks: AT, DT, STT
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- Seeds: 101, 102
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- History: 31 frames
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- Prediction horizon: 8 waypoints
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- DAgger target fraction: 0.25
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- Failure window: 12 steps
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- Intervention pre/post windows: 12/8 steps
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- Maximum retained samples per episode: 26
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Deterministic Habitat native-process crashes are explicitly audited and excluded;
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they are never converted into synthetic success/failure labels.
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UPLOAD_COMPLETE.json
ADDED
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@@ -0,0 +1,13 @@
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{
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"completed_at": "2026-08-27T21:54:04+08:00",
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"repo": "TrackingTeam/dagger",
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"revision": "dagger6-v1-staging",
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"units": [
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"stt:101",
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"stt:102",
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"dt:101",
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| 9 |
+
"dt:102",
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"at:101",
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+
"at:102"
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]
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}
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metadata/v6_failures/train/at/seed_101/UNIT_COMPLETE.json
ADDED
|
@@ -0,0 +1,63 @@
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{
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"task": "at",
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"seed": 101,
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+
"completed_at": "2026-08-27T19:12:06+08:00",
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| 5 |
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"dataset_stats": {
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| 6 |
+
"generated_at": "2026-08-21T18:45:33",
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| 7 |
+
"input_root": "/data2/qhz/datasets/OpenTrackVLA/haoze/dagger_seed101_102_v20/v6_failures/train/at/seed_101/recovery_raw",
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| 8 |
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"output_root": "/data2/qhz/datasets/OpenTrackVLA/haoze/dagger_seed101_102_v20/v6_failures/train/at/seed_101/dataset",
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| 9 |
+
"found_episodes": 5400,
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| 10 |
+
"written_samples": 134254,
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| 11 |
+
"jsonl_files_written": 5309,
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| 12 |
+
"episodes_no_samples": 0,
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| 13 |
+
"skipped_existing": 0,
|
| 14 |
+
"skipped_drop_steps": 0,
|
| 15 |
+
"skipped_not_selected": 91,
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| 16 |
+
"purged_dropped_jsonl": 0,
|
| 17 |
+
"purged_dropped_frame_dirs": 0,
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| 18 |
+
"purged_dropped_cache_dirs": 0,
|
| 19 |
+
"reused_frame_dirs": 0,
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| 20 |
+
"skipped_no_video": 0,
|
| 21 |
+
"skipped_no_frames": 0,
|
| 22 |
+
"history": 31,
|
| 23 |
+
"horizon": 8,
|
| 24 |
+
"dt": 0.1,
|
| 25 |
+
"augment_frames": false,
|
| 26 |
+
"only_success": false,
|
| 27 |
+
"incremental": true,
|
| 28 |
+
"drop_steps": [],
|
| 29 |
+
"dagger_hard_only": false,
|
| 30 |
+
"dagger_disagreement_threshold": 0.15,
|
| 31 |
+
"dagger_target_fraction": 0.25,
|
| 32 |
+
"dagger_failure_window": 12,
|
| 33 |
+
"dagger_intervention_pre_window": 12,
|
| 34 |
+
"dagger_intervention_post_window": 8,
|
| 35 |
+
"dagger_max_samples_per_episode": 26,
|
| 36 |
+
"dagger_selection_plan": "/data2/qhz/datasets/OpenTrackVLA/haoze/dagger_seed101_102_v20/v6_failures/train/at/seed_101/dataset/dagger_selection_plan.json",
|
| 37 |
+
"prune_unreferenced_frames": true,
|
| 38 |
+
"skip_aggregate_dataset": true,
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| 39 |
+
"referenced_frames_file": "/data2/qhz/datasets/OpenTrackVLA/haoze/dagger_seed101_102_v20/v6_failures/train/at/seed_101/dataset/referenced_frames.txt",
|
| 40 |
+
"referenced_frame_count": 396844,
|
| 41 |
+
"aggregated_dataset_file": null,
|
| 42 |
+
"aggregate_jsonl_files": 5309,
|
| 43 |
+
"aggregate_samples": 134254,
|
| 44 |
+
"new_jsonl_files_written": 5309,
|
| 45 |
+
"new_samples_written": 134254,
|
| 46 |
+
"cumulative_stats": {
|
| 47 |
+
"found_episodes": 5400,
|
| 48 |
+
"written_samples": 134254,
|
| 49 |
+
"jsonl_files_written": 5309,
|
| 50 |
+
"episodes_no_samples": 0,
|
| 51 |
+
"skipped_existing": 0,
|
| 52 |
+
"skipped_drop_steps": 0,
|
| 53 |
+
"skipped_not_selected": 91,
|
| 54 |
+
"reused_frame_dirs": 0,
|
| 55 |
+
"skipped_no_video": 0,
|
| 56 |
+
"skipped_no_frames": 0
|
| 57 |
+
},
|
| 58 |
+
"current_dataset_stats": {
|
| 59 |
+
"jsonl_files": 5309,
|
| 60 |
+
"samples": 134254
|
| 61 |
+
}
|
| 62 |
+
}
|
| 63 |
+
}
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metadata/v6_failures/train/at/seed_101/dagger_selection_plan.json
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:dc9f9c8c253a04442e9681afa2ebdea0738566958e2a7b293df8e0f75f496e12
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+
size 14163885
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metadata/v6_failures/train/at/seed_101/dataset_inspection.json
ADDED
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{
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"tasks": {
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| 3 |
+
"at": {
|
| 4 |
+
"task": "at",
|
| 5 |
+
"data_root": "/data2/qhz/datasets/OpenTrackVLA/haoze/dagger_seed101_102_v20/v6_failures/train/at/seed_101/dataset",
|
| 6 |
+
"samples": 134254,
|
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The diff for this file is too large to render.
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metadata/v6_failures/train/dt/seed_102/dataset_inspection.json
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metadata/v6_failures/train/stt/seed_101/dataset_inspection.json
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| 39 |
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metadata/v6_failures/train/stt/seed_102/dagger_selection_plan.json
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The diff for this file is too large to render.
See raw diff
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|
|
metadata/v6_failures/train/stt/seed_102/dataset_inspection.json
ADDED
|
@@ -0,0 +1,108 @@
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metadata/v6_failures/train/stt/seed_102/dataset_stats.json
ADDED
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@@ -0,0 +1,58 @@
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metadata/v6_failures/train/stt/seed_102/jsonl.manifest.json
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metadata/v6_failures/train/stt/seed_102/referenced_frames.txt
ADDED
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See raw diff
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