[DATA-011] Publish verified Lift Basket and Press Button; keep first adaptation Push Box only
Browse files- README.md +62 -3
- releases.json +44 -0
README.md
CHANGED
|
@@ -14,17 +14,34 @@ size_categories:
|
|
| 14 |
|
| 15 |
Quadrupedal loco-manipulation demonstrations generated with Go2, a single FL manipulation leg, the existing RAMBO controller, native9 commands and ego + task RGB. The dataset is public; **the dataset license is pending (`unknown`)**. Public access is not an additional license grant.
|
| 16 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 17 |
## Releases
|
| 18 |
|
| 19 |
| Release | Task | Usable episodes | Actions | Train / validation / test |
|
| 20 |
|---|---|---:|---:|---|
|
| 21 |
| [DATA-006-20260916T075451Z](releases/DATA-006-20260916T075451Z/manifest.json) | Push Box | 50 | 24,335 | 40 / 5 / 5 |
|
|
|
|
|
|
|
| 22 |
|
| 23 |
Payload revision: `21b69e2d775cd77d6565e25d1b0b99ad725b54b3`. See [release index](releases.json), [checksums](releases/DATA-006-20260916T075451Z/checksums.json), [distribution](releases/DATA-006-20260916T075451Z/distribution.json) and [acceptance](releases/DATA-006-20260916T075451Z/evidence/collection-acceptance.json).
|
| 24 |
|
| 25 |
Only usable demonstration Raw/Canonical and associated evidence/replay are uploaded. Pilots, failed and quarantined attempts remain local and are not part of this repository's published payload. Existing release files are immutable; future releases use new directories. Model weights, asset source files, model caches and training artifacts are excluded.
|
| 26 |
|
| 27 |
-
##
|
| 28 |
|
| 29 |
Instruction: **Push the box into the target area.**
|
| 30 |
|
|
@@ -40,7 +57,7 @@ Dataset schema `wam-quadruped-v2.1.0`; LeRobot codebase v2.1 / library0.3.3; act
|
|
| 40 |
|
| 41 |
Native9: base vx, base vy, base yaw rate, FL position xyz, desired FL force xyz. Command/state units and frames are specified by the included action config and contract. Raw/canonical policy RGB/actions are50Hz; observer25Hz is review-only. Model RGB12.5Hz uses factor-four row selection with **inherited authoritative `simulation_time_ns`**, never frame-index-generated timestamps. Canonical containsN action rows andN paired video frames with a separate pre-reset terminal state and two terminal PNGs. Raw retainsN+1 boundaries. All published episodes passed terminal-before-reset. Observer is never a canonical training camera or model input.
|
| 42 |
|
| 43 |
-
Canonical at `canonical/lerobot_v2_1/DATA-006-20260916T075451Z` is self-contained for model preprocessing.
|
| 44 |
|
| 45 |
## Download and replay
|
| 46 |
|
|
@@ -49,7 +66,7 @@ from huggingface_hub import snapshot_download
|
|
| 49 |
from pathlib import Path
|
| 50 |
snapshot = Path(snapshot_download(
|
| 51 |
repo_id="dontKnow23456/QLM-Bench", repo_type="dataset",
|
| 52 |
-
revision="
|
| 53 |
allow_patterns=["canonical/lerobot_v2_1/DATA-006-20260916T075451Z/*"],
|
| 54 |
))
|
| 55 |
canonical_root = snapshot / "canonical/lerobot_v2_1/DATA-006-20260916T075451Z"
|
|
@@ -64,3 +81,45 @@ For portable three-view replay, download the full pinned revision (omit `allow_p
|
|
| 64 |
Box assets: [1057822006-svg/usd-cardboard-box-assets](https://github.com/1057822006-svg/usd-cardboard-box-assets), releasev0.1, commit`cb386b4cba6c6adf2d42b54be37a78f9d4f01589`. The source README recommends CC BY4.0 and requests creator attribution. Its statement concerns source assets and is not a declaration of this dataset's license. See [source attribution](releases/DATA-006-20260916T075451Z/evidence/asset-attribution-source.md) and [historical source manifest](releases/DATA-006-20260916T075451Z/evidence/asset-source-manifest-historical.json). The latter's pending-approval field records acquisition-time history, not current task acceptance. Task approval and actual runtime geometry are preserved in per-episode metadata.
|
| 65 |
|
| 66 |
Robot: Unitree Go2; demonstrations use the existing RAMBO controller/checkpoint. Source/checkpoint hashes and camera/task parameters are retained per episode. RAMBO_Data owns simulation/publication; WAM-Policy owns model-side preprocessing/training. Model weights and third-party asset binaries are not redistributed here.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 14 |
|
| 15 |
Quadrupedal loco-manipulation demonstrations generated with Go2, a single FL manipulation leg, the existing RAMBO controller, native9 commands and ego + task RGB. The dataset is public; **the dataset license is pending (`unknown`)**. Public access is not an additional license grant.
|
| 16 |
|
| 17 |
+
## First adaptation training/evaluation boundary
|
| 18 |
+
|
| 19 |
+
**The first WAM adaptation v2 and v3 training, validation, test and evaluation are
|
| 20 |
+
Push Box only**: fixed revision `4b5e0ed9aa04cbc1143774798f63171b27d838a7`, release `DATA-006-20260916T075451Z`,
|
| 21 |
+
the original 50 episode identities and 40/5/5 split. Keep first-run download commands
|
| 22 |
+
and preprocessing/training/evaluation configs pinned to that revision and release.
|
| 23 |
+
Do not substitute Hub `main`, the newest publication revision or every release in
|
| 24 |
+
this catalogue. There is no combined 70-episode adaptation training split.
|
| 25 |
+
|
| 26 |
+
The Lift Basket and Press Button releases below are **publication_only for current
|
| 27 |
+
adaptation use**, and explicitly excluded from those first runs. Their independent
|
| 28 |
+
8/1/1 splits are standalone dataset metadata, not TRAIN/EVAL input admission.
|
| 29 |
+
This current-use declaration does not restrict future independent use.
|
| 30 |
+
Integrity readback and successful scripted demonstrations are not learned-model evaluation.
|
| 31 |
+
|
| 32 |
## Releases
|
| 33 |
|
| 34 |
| Release | Task | Usable episodes | Actions | Train / validation / test |
|
| 35 |
|---|---|---:|---:|---|
|
| 36 |
| [DATA-006-20260916T075451Z](releases/DATA-006-20260916T075451Z/manifest.json) | Push Box | 50 | 24,335 | 40 / 5 / 5 |
|
| 37 |
+
| [DATA-009-local-ten-20260926T130524Z](releases/DATA-009-local-ten-20260926T130524Z/manifest.json) | Lift Basket | 10 | 7,042 | 8 / 1 / 1 |
|
| 38 |
+
| [DATA-010-20260926T073438Z](releases/DATA-010-20260926T073438Z/manifest.json) | Press Button | 10 | 5,194 | 8 / 1 / 1 |
|
| 39 |
|
| 40 |
Payload revision: `21b69e2d775cd77d6565e25d1b0b99ad725b54b3`. See [release index](releases.json), [checksums](releases/DATA-006-20260916T075451Z/checksums.json), [distribution](releases/DATA-006-20260916T075451Z/distribution.json) and [acceptance](releases/DATA-006-20260916T075451Z/evidence/collection-acceptance.json).
|
| 41 |
|
| 42 |
Only usable demonstration Raw/Canonical and associated evidence/replay are uploaded. Pilots, failed and quarantined attempts remain local and are not part of this repository's published payload. Existing release files are immutable; future releases use new directories. Model weights, asset source files, model caches and training artifacts are excluded.
|
| 43 |
|
| 44 |
+
## Push Box task and demonstration source
|
| 45 |
|
| 46 |
Instruction: **Push the box into the target area.**
|
| 47 |
|
|
|
|
| 57 |
|
| 58 |
Native9: base vx, base vy, base yaw rate, FL position xyz, desired FL force xyz. Command/state units and frames are specified by the included action config and contract. Raw/canonical policy RGB/actions are50Hz; observer25Hz is review-only. Model RGB12.5Hz uses factor-four row selection with **inherited authoritative `simulation_time_ns`**, never frame-index-generated timestamps. Canonical containsN action rows andN paired video frames with a separate pre-reset terminal state and two terminal PNGs. Raw retainsN+1 boundaries. All published episodes passed terminal-before-reset. Observer is never a canonical training camera or model input.
|
| 59 |
|
| 60 |
+
Canonical at `canonical/lerobot_v2_1/DATA-006-20260916T075451Z` is self-contained for model preprocessing. For the first Push Box adaptation runs, model normalization is fitted only on the40 training episodes; VAE/T5 caches stay outside the dataset and are regenerated locally. Historical source manifests retain original paths and identities; the release manifest supplies portable Hub paths and source mapping. The release is a versioned bundle: do not treat every Parquet in this repository as one flat Hugging Face training table.
|
| 61 |
|
| 62 |
## Download and replay
|
| 63 |
|
|
|
|
| 66 |
from pathlib import Path
|
| 67 |
snapshot = Path(snapshot_download(
|
| 68 |
repo_id="dontKnow23456/QLM-Bench", repo_type="dataset",
|
| 69 |
+
revision="4b5e0ed9aa04cbc1143774798f63171b27d838a7",
|
| 70 |
allow_patterns=["canonical/lerobot_v2_1/DATA-006-20260916T075451Z/*"],
|
| 71 |
))
|
| 72 |
canonical_root = snapshot / "canonical/lerobot_v2_1/DATA-006-20260916T075451Z"
|
|
|
|
| 81 |
Box assets: [1057822006-svg/usd-cardboard-box-assets](https://github.com/1057822006-svg/usd-cardboard-box-assets), releasev0.1, commit`cb386b4cba6c6adf2d42b54be37a78f9d4f01589`. The source README recommends CC BY4.0 and requests creator attribution. Its statement concerns source assets and is not a declaration of this dataset's license. See [source attribution](releases/DATA-006-20260916T075451Z/evidence/asset-attribution-source.md) and [historical source manifest](releases/DATA-006-20260916T075451Z/evidence/asset-source-manifest-historical.json). The latter's pending-approval field records acquisition-time history, not current task acceptance. Task approval and actual runtime geometry are preserved in per-episode metadata.
|
| 82 |
|
| 83 |
Robot: Unitree Go2; demonstrations use the existing RAMBO controller/checkpoint. Source/checkpoint hashes and camera/task parameters are retained per episode. RAMBO_Data owns simulation/publication; WAM-Policy owns model-side preprocessing/training. Model weights and third-party asset binaries are not redistributed here.
|
| 84 |
+
|
| 85 |
+
## Lift Basket — DATA-009 publication
|
| 86 |
+
|
| 87 |
+
Instruction: **Lift the basket.** Ten demonstrations, 7,042 actions, standalone 8/1/1 split.
|
| 88 |
+
The existing OASIS basket is lifted by the FL foot through its handle. Success uses
|
| 89 |
+
actual whole-basket transformed-geometry minimum clearance >=2cm, not fallen for
|
| 90 |
+
three consecutive 50Hz policy ticks. All accepted episodes thread the complete foot
|
| 91 |
+
before controlled lift. Only initial XY varies; assets, orientation/height, cameras,
|
| 92 |
+
original controller and native9 force-zero remain fixed. Partial ego cropping is
|
| 93 |
+
disclosed and diagnostic. The first two episodes used the accepted visibility-gated
|
| 94 |
+
expert; the remaining eight removed visibility blocking after user clarification.
|
| 95 |
+
Actual per-episode implementation hashes are retained. An interrupted attempt and
|
| 96 |
+
all pilots stay excluded. Source basket binaries/textures are not redistributed.
|
| 97 |
+
|
| 98 |
+
## Press Button — DATA-010 publication
|
| 99 |
+
|
| 100 |
+
Instruction: **Press the button.** Ten demonstrations, 5,194 actions, standalone 8/1/1 split.
|
| 101 |
+
Industrial/Emergency assets 5/5; baseline/early-stop configurations 5/5; red/blue/green/orange
|
| 102 |
+
cap colors 3/3/2/2. Success requires real cap displacement >=12mm for Industrial or
|
| 103 |
+
>=10mm for Emergency, not fallen for three policy ticks. Contact stays unknown diagnostic.
|
| 104 |
+
No relative housing/collar shift is applied; high-level EEF approach/hold controls
|
| 105 |
+
overshoot. All ten succeeded on their first attempts. Motion labels describe configured
|
| 106 |
+
modes; measured stopping distances overlap due to tracking effects and are not relabeled.
|
| 107 |
+
The DATA-008 technical pilot remains local/excluded. The inherited
|
| 108 |
+
`physically_executed_press=false` flag describes the earlier static asset review;
|
| 109 |
+
actual demonstrations are established by capture/summary/physics/behavior evidence.
|
| 110 |
+
|
| 111 |
+
Asset provenance: Industrial Button by mark_saba,
|
| 112 |
+
[Sketchfab a7e7c1772d764c3b913cccac66932236](https://sketchfab.com/3d-models/a7e7c1772d764c3b913cccac66932236),
|
| 113 |
+
and Emergency Stop Button by phoenix-storms,
|
| 114 |
+
[Sketchfab 012e4809a41445ca9de17286f677fabb](https://sketchfab.com/3d-models/012e4809a41445ca9de17286f677fabb).
|
| 115 |
+
Acquisition-time metadata reports CC BY4.0 for the source assets; original and embedded
|
| 116 |
+
author metadata remain in per-episode provenance. This is not a dataset license grant.
|
| 117 |
+
Source binaries are excluded and QLM-Bench dataset license remains unknown.
|
| 118 |
+
|
| 119 |
+
## New-release download and replay
|
| 120 |
+
|
| 121 |
+
For either new release, use its `payload_revision` from [releases.json](releases.json)
|
| 122 |
+
and its own canonical prefix. Download that release's Raw videos and `releases/<id>/`
|
| 123 |
+
directory to replay its relative-path three-view page. These publication paths must
|
| 124 |
+
not replace the first adaptation download example above. Each release is independent;
|
| 125 |
+
the catalogue must not be loaded as one flat Parquet training table.
|
releases.json
CHANGED
|
@@ -18,6 +18,50 @@
|
|
| 18 |
},
|
| 19 |
"status": "verified",
|
| 20 |
"scope": "usable_demonstrations_only"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 21 |
}
|
| 22 |
]
|
| 23 |
}
|
|
|
|
| 18 |
},
|
| 19 |
"status": "verified",
|
| 20 |
"scope": "usable_demonstrations_only"
|
| 21 |
+
},
|
| 22 |
+
{
|
| 23 |
+
"id": "DATA-009-local-ten-20260926T130524Z",
|
| 24 |
+
"task": "lift_basket",
|
| 25 |
+
"dataset_schema_version": "wam-quadruped-v2.1.0",
|
| 26 |
+
"canonical_root": "canonical/lerobot_v2_1/DATA-009-local-ten-20260926T130524Z",
|
| 27 |
+
"manifest": "releases/DATA-009-local-ten-20260926T130524Z/manifest.json",
|
| 28 |
+
"payload_revision": "93a238fdaec5b873c5eb16571f08c179fe5a011c",
|
| 29 |
+
"episodes": 10,
|
| 30 |
+
"actions": 7042,
|
| 31 |
+
"split": {
|
| 32 |
+
"train": 8,
|
| 33 |
+
"validation": 1,
|
| 34 |
+
"test": 1
|
| 35 |
+
},
|
| 36 |
+
"status": "verified",
|
| 37 |
+
"scope": "usable_demonstrations_only",
|
| 38 |
+
"adaptation_usage": "publication_only",
|
| 39 |
+
"included_in_first_adaptation_training_evaluation": {
|
| 40 |
+
"v2": false,
|
| 41 |
+
"v3": false
|
| 42 |
+
}
|
| 43 |
+
},
|
| 44 |
+
{
|
| 45 |
+
"id": "DATA-010-20260926T073438Z",
|
| 46 |
+
"task": "press_button",
|
| 47 |
+
"dataset_schema_version": "wam-quadruped-v2.1.0",
|
| 48 |
+
"canonical_root": "canonical/lerobot_v2_1/DATA-010-20260926T073438Z",
|
| 49 |
+
"manifest": "releases/DATA-010-20260926T073438Z/manifest.json",
|
| 50 |
+
"payload_revision": "93a238fdaec5b873c5eb16571f08c179fe5a011c",
|
| 51 |
+
"episodes": 10,
|
| 52 |
+
"actions": 5194,
|
| 53 |
+
"split": {
|
| 54 |
+
"train": 8,
|
| 55 |
+
"validation": 1,
|
| 56 |
+
"test": 1
|
| 57 |
+
},
|
| 58 |
+
"status": "verified",
|
| 59 |
+
"scope": "usable_demonstrations_only",
|
| 60 |
+
"adaptation_usage": "publication_only",
|
| 61 |
+
"included_in_first_adaptation_training_evaluation": {
|
| 62 |
+
"v2": false,
|
| 63 |
+
"v3": false
|
| 64 |
+
}
|
| 65 |
}
|
| 66 |
]
|
| 67 |
}
|