Copy AIRBOT_MMK2_take_the_book into RoboCOIN_useable
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- AIRBOT_MMK2_take_the_book/.gitattributes +59 -0
- AIRBOT_MMK2_take_the_book/README.md +323 -0
- AIRBOT_MMK2_take_the_book/annotations/eef_acc_mag_annotation.jsonl +3 -0
- AIRBOT_MMK2_take_the_book/annotations/eef_direction_annotation.jsonl +7 -0
- AIRBOT_MMK2_take_the_book/annotations/eef_velocity_annotation.jsonl +3 -0
- AIRBOT_MMK2_take_the_book/annotations/gripper_activity_annotation.jsonl +4 -0
- AIRBOT_MMK2_take_the_book/annotations/gripper_mode_annotation.jsonl +3 -0
- AIRBOT_MMK2_take_the_book/annotations/scene_annotations.jsonl +79 -0
- AIRBOT_MMK2_take_the_book/annotations/subtask_annotations.jsonl +5 -0
- AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000000.parquet +3 -0
- AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000001.parquet +3 -0
- AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000002.parquet +3 -0
- AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000003.parquet +3 -0
- AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000004.parquet +3 -0
- AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000005.parquet +3 -0
- AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000006.parquet +3 -0
- AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000007.parquet +3 -0
- AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000008.parquet +3 -0
- AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000009.parquet +3 -0
- AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000010.parquet +3 -0
- AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000011.parquet +3 -0
- AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000012.parquet +3 -0
- AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000013.parquet +3 -0
- AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000014.parquet +3 -0
- AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000015.parquet +3 -0
- AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000016.parquet +3 -0
- AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000017.parquet +3 -0
- AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000018.parquet +3 -0
- AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000019.parquet +3 -0
- AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000020.parquet +3 -0
- AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000021.parquet +3 -0
- AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000022.parquet +3 -0
- AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000023.parquet +3 -0
- AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000024.parquet +3 -0
- AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000025.parquet +3 -0
- AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000026.parquet +3 -0
- AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000027.parquet +3 -0
- AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000028.parquet +3 -0
- AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000029.parquet +3 -0
- AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000030.parquet +3 -0
- AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000031.parquet +3 -0
- AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000032.parquet +3 -0
- AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000033.parquet +3 -0
- AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000034.parquet +3 -0
- AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000035.parquet +3 -0
- AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000036.parquet +3 -0
- AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000037.parquet +3 -0
- AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000038.parquet +3 -0
- AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000039.parquet +3 -0
- AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000040.parquet +3 -0
AIRBOT_MMK2_take_the_book/.gitattributes
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AIRBOT_MMK2_take_the_book/README.md
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---
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task_categories:
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- robotics
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language:
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- en
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- zh
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extra_gated_prompt: 'By accessing this dataset, you agree to cite the associated paper in your research/publications—see the "Citation" section for details. You agree to not use the dataset to conduct experiments that cause harm to human subjects.'
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extra_gated_fields:
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Company/Organization:
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type: 'text'
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description: 'e.g., "ETH Zurich", "Boston Dynamics", "Independent Researcher"'
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Country:
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type: 'country'
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description: 'e.g., "Germany", "China", "United States"'
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tags:
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- RoboCOIN
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- LeRobot
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frame_range: 1K-10K
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license: apache-2.0
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configs:
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- config_name: default
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data_files: data/*/*.parquet
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---
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# AIRBOT_MMK2_take_the_book
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## 📋 Overview
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| 42 |
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This dataset uses an extended format based on LeRobot and is fully compatible with LeRobot.
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**Robot Type:** `discover_robotics_aitbot_mmk2`
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| **Codebase Version:** `v2.1`
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**End-Effector Type:** `five_finger_hand`
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## 🏠 Scene Types
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This dataset covers the following scene types:
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- `home`
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| 53 |
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| 54 |
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| 55 |
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## 🤖 Atomic Actions
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| 56 |
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This dataset includes the following atomic actions:
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| 58 |
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- `pick`
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| 59 |
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| 60 |
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| 61 |
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## 📊 Dataset Statistics
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| 62 |
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| 63 |
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| Metric | Value |
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| 64 |
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|--------|-------|
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| 65 |
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| **Total Episodes** | 79 |
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| 66 |
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| **Total Frames** | 9314 |
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| 67 |
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| **Total Tasks** | 2 |
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| 68 |
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| **Total Videos** | 316 |
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| 69 |
+
| **Total Chunks** | 1 |
|
| 70 |
+
| **Chunk Size** | 1000 |
|
| 71 |
+
| **FPS** | 30 |
|
| 72 |
+
| **Dataset Size** | 352.3MB |
|
| 73 |
+
|
| 74 |
+
|
| 75 |
+
## 👥 Authors
|
| 76 |
+
|
| 77 |
+
### Contributors
|
| 78 |
+
This dataset is contributed by:
|
| 79 |
+
- [RoboCOIN](https://flagopen.github.io/RoboCOIN/) - RoboCOIN Team
|
| 80 |
+
|
| 81 |
+
|
| 82 |
+
## 🔗 Links
|
| 83 |
+
|
| 84 |
+
- **🏠 Homepage:** [https://flagopen.github.io/RoboCOIN/](https://flagopen.github.io/RoboCOIN/)
|
| 85 |
+
- **📄 Paper:** [https://arxiv.org/abs/2511.17441](https://arxiv.org/abs/2511.17441)
|
| 86 |
+
- **💻 Repository:** [https://github.com/FlagOpen/RoboCOIN](https://github.com/FlagOpen/RoboCOIN)
|
| 87 |
+
- **🌐 Project Page:** [https://flagopen.github.io/RoboCOIN/](https://flagopen.github.io/RoboCOIN/)
|
| 88 |
+
- **🐛 Issues:** [https://github.com/FlagOpen/RoboCOIN/issues](https://github.com/FlagOpen/RoboCOIN/issues)
|
| 89 |
+
- **📜 License:** apache-2.0
|
| 90 |
+
|
| 91 |
+
## 🏷️ Dataset Tags
|
| 92 |
+
|
| 93 |
+
- `RoboCOIN`
|
| 94 |
+
- `LeRobot`
|
| 95 |
+
|
| 96 |
+
|
| 97 |
+
## 🎯 Task Descriptions
|
| 98 |
+
|
| 99 |
+
### Primary Tasks
|
| 100 |
+
A hand's index finger hooked the book "century" off the bookshelf.
|
| 101 |
+
A hand's index finger hooked the book "letitbe" off the bookshelf.
|
| 102 |
+
|
| 103 |
+
### Sub-Tasks
|
| 104 |
+
This dataset includes 5 distinct subtasks:
|
| 105 |
+
|
| 106 |
+
1. **Lay the book down with the right gripper**
|
| 107 |
+
2. **Hold the book with the right gripper**
|
| 108 |
+
3. **Abnormal**
|
| 109 |
+
4. **End**
|
| 110 |
+
5. **null**
|
| 111 |
+
|
| 112 |
+
|
| 113 |
+
## 🎥 Camera Views
|
| 114 |
+
|
| 115 |
+
This dataset includes 4 camera views.
|
| 116 |
+
|
| 117 |
+
## 🏷️ Available Annotations
|
| 118 |
+
|
| 119 |
+
This dataset includes rich annotations to support diverse learning approaches:
|
| 120 |
+
|
| 121 |
+
### Subtask Annotations
|
| 122 |
+
- **Subtask Segmentation**: Fine-grained subtask segmentation and labeling
|
| 123 |
+
### Scene Annotations
|
| 124 |
+
- **Scene-level Descriptions**: Semantic scene classifications and descriptions
|
| 125 |
+
### End-Effector Annotations
|
| 126 |
+
- **Direction**: Movement direction classifications for robot end-effectors
|
| 127 |
+
- **Velocity**: Velocity magnitude categorizations during manipulation
|
| 128 |
+
- **Acceleration**: Acceleration magnitude classifications for motion analysis
|
| 129 |
+
|
| 130 |
+
|
| 131 |
+
### Gripper Annotations
|
| 132 |
+
- **Gripper Mode**: Open/close state annotations for gripper control
|
| 133 |
+
- **Gripper Activity**: Activity state classifications (active/inactive)
|
| 134 |
+
|
| 135 |
+
|
| 136 |
+
### Additional Features
|
| 137 |
+
- **End-Effector Simulation Pose**: 6D pose information for end-effectors in simulation space
|
| 138 |
+
- Available for both state and action
|
| 139 |
+
- **Gripper Opening Scale**: Continuous gripper opening measurements
|
| 140 |
+
- Available for both state and action
|
| 141 |
+
|
| 142 |
+
|
| 143 |
+
## 📂 Data Splits
|
| 144 |
+
|
| 145 |
+
The dataset is organized into the following splits:
|
| 146 |
+
|
| 147 |
+
- **Training**: Episodes 0:78
|
| 148 |
+
|
| 149 |
+
|
| 150 |
+
## 📁 Dataset Structure
|
| 151 |
+
|
| 152 |
+
This dataset follows the LeRobot format and contains the following components:
|
| 153 |
+
|
| 154 |
+
### Data Files
|
| 155 |
+
- **Videos**: Compressed video files containing RGB camera observations
|
| 156 |
+
- **State Data**: Robot joint positions, velocities, and other state information
|
| 157 |
+
- **Action Data**: Robot action commands and trajectories
|
| 158 |
+
- **Metadata**: Episode metadata, timestamps, and annotations
|
| 159 |
+
|
| 160 |
+
### File Organization
|
| 161 |
+
- **Data Path Pattern**: `data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet`
|
| 162 |
+
- **Video Path Pattern**: `videos/chunk-{episode_chunk:03d}/{video_key}/episode_{episode_index:06d}.mp4`
|
| 163 |
+
- **Chunking**: Data is organized into 1 chunk(s)
|
| 164 |
+
of size 1000
|
| 165 |
+
|
| 166 |
+
|
| 167 |
+
### Features Schema
|
| 168 |
+
|
| 169 |
+
The dataset includes the following features:
|
| 170 |
+
|
| 171 |
+
#### Visual Observations
|
| 172 |
+
- **observation.images.cam_high_rgb**: video
|
| 173 |
+
- FPS: 30
|
| 174 |
+
- Codec: av1- **observation.images.cam_left_wrist_rgb**: video
|
| 175 |
+
- FPS: 30
|
| 176 |
+
- Codec: av1- **observation.images.cam_right_wrist_rgb**: video
|
| 177 |
+
- FPS: 30
|
| 178 |
+
- Codec: av1- **observation.images.cam_third_view**: video
|
| 179 |
+
- FPS: 30
|
| 180 |
+
- Codec: av1
|
| 181 |
+
|
| 182 |
+
#### State and Action- **observation.state**: float32- **action**: float32
|
| 183 |
+
|
| 184 |
+
#### Temporal Information
|
| 185 |
+
- **timestamp**: float32
|
| 186 |
+
- **frame_index**: int64
|
| 187 |
+
- **episode_index**: int64
|
| 188 |
+
- **index**: int64
|
| 189 |
+
- **task_index**: int64
|
| 190 |
+
|
| 191 |
+
|
| 192 |
+
#### Annotations
|
| 193 |
+
- **subtask_annotation**: int32
|
| 194 |
+
- **scene_annotation**: int32
|
| 195 |
+
|
| 196 |
+
|
| 197 |
+
#### Motion Features
|
| 198 |
+
- **eef_sim_pose_state**: float32
|
| 199 |
+
- Dimensions: left_eef_pos_x, left_eef_pos_y, left_eef_pos_z, left_eef_ori_x, left_eef_ori_y, left_eef_ori_z, right_eef_pos_x, right_eef_pos_y, right_eef_pos_z, right_eef_ori_x, right_eef_ori_y, right_eef_ori_z
|
| 200 |
+
- **eef_sim_pose_action**: float32
|
| 201 |
+
- Dimensions: left_eef_pos_x, left_eef_pos_y, left_eef_pos_z, left_eef_ori_x, left_eef_ori_y, left_eef_ori_z, right_eef_pos_x, right_eef_pos_y, right_eef_pos_z, right_eef_ori_x, right_eef_ori_y, right_eef_ori_z
|
| 202 |
+
- **eef_direction_state**: int32
|
| 203 |
+
- Dimensions: left_eef_direction, right_eef_direction
|
| 204 |
+
- **eef_direction_action**: int32
|
| 205 |
+
- Dimensions: left_eef_direction, right_eef_direction
|
| 206 |
+
- **eef_velocity_state**: int32
|
| 207 |
+
- Dimensions: left_eef_velocity, right_eef_velocity
|
| 208 |
+
- **eef_velocity_action**: int32
|
| 209 |
+
- Dimensions: left_eef_velocity, right_eef_velocity
|
| 210 |
+
- **eef_acc_mag_state**: int32
|
| 211 |
+
- Dimensions: left_eef_acc_mag, right_eef_acc_mag
|
| 212 |
+
- **eef_acc_mag_action**: int32
|
| 213 |
+
- Dimensions: left_eef_acc_mag, right_eef_acc_mag
|
| 214 |
+
|
| 215 |
+
|
| 216 |
+
#### Gripper Features
|
| 217 |
+
|
| 218 |
+
|
| 219 |
+
### Meta Information
|
| 220 |
+
|
| 221 |
+
The complete dataset metadata is available in [meta/info.json](meta/info.json):
|
| 222 |
+
|
| 223 |
+
```json
|
| 224 |
+
{"codebase_version": "v2.1", "robot_type": "discover_robotics_aitbot_mmk2", "total_episodes": 79, "total_frames": 9314, "total_tasks": 2, "total_videos": 316, "total_chunks": 1, "chunks_size": 1000, "fps": 30, "splits": {"train": "0:78"}, "data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet", "video_path": "videos/chunk-{episode_chunk:03d}/{video_key}/episode_{episode_index:06d}.mp4", "features": {"observation.images.cam_high_rgb": {"dtype": "video", "shape": [480, 640, 3], "names": ["height", "width", "channels"], "info": {"video.height": 480, "video.width": 640, "video.codec": "av1", "video.pix_fmt": "yuv420p", "video.is_depth_map": false, "video.fps": 30, "video.channels": 3, "has_audio": false}}, "observation.images.cam_left_wrist_rgb": {"dtype": "video", "shape": [480, 640, 3], "names": ["height", "width", "channels"], "info": {"video.height": 480, "video.width": 640, "video.codec": "av1", "video.pix_fmt": "yuv420p", "video.is_depth_map": false, "video.fps": 30, "video.channels": 3, "has_audio": false}}, "observation.images.cam_right_wrist_rgb": {"dtype": "video", "shape": [480, 640, 3], "names": ["height", "width", "channels"], "info": {"video.height": 480, "video.width": 640, "video.codec": "av1", "video.pix_fmt": "yuv420p", "video.is_depth_map": false, "video.fps": 30, "video.channels": 3, "has_audio": false}}, "observation.images.cam_third_view": {"dtype": "video", "shape": [480, 640, 3], "names": ["height", "width", "channels"], "info": {"video.height": 480, "video.width": 640, "video.codec": "av1", "video.pix_fmt": "yuv420p", "video.is_depth_map": false, "video.fps": 30, "video.channels": 3, "has_audio": false}}, "observation.state": {"dtype": "float32", "shape": [36], "names": ["left_arm_joint_1_rad", "left_arm_joint_2_rad", "left_arm_joint_3_rad", "left_arm_joint_4_rad", "left_arm_joint_5_rad", "left_arm_joint_6_rad", "right_arm_joint_1_rad", "right_arm_joint_2_rad", "right_arm_joint_3_rad", "right_arm_joint_4_rad", "right_arm_joint_5_rad", "right_arm_joint_6_rad", "left_hand_joint_1_rad", "left_hand_joint_2_rad", "left_hand_joint_3_rad", "left_hand_joint_4_rad", "left_hand_joint_5_rad", "left_hand_joint_6_rad", "left_hand_joint_7_rad", "left_hand_joint_8_rad", "left_hand_joint_9_rad", "left_hand_joint_10_rad", "left_hand_joint_11_rad", "left_hand_joint_12_rad", "right_hand_joint_1_rad", "right_hand_joint_2_rad", "right_hand_joint_3_rad", "right_hand_joint_4_rad", "right_hand_joint_5_rad", "right_hand_joint_6_rad", "right_hand_joint_7_rad", "right_hand_joint_8_rad", "right_hand_joint_9_rad", "right_hand_joint_10_rad", "right_hand_joint_11_rad", "right_hand_joint_12_rad"]}, "action": {"dtype": "float32", "shape": [36], "names": ["left_arm_joint_1_rad", "left_arm_joint_2_rad", "left_arm_joint_3_rad", "left_arm_joint_4_rad", "left_arm_joint_5_rad", "left_arm_joint_6_rad", "right_arm_joint_1_rad", "right_arm_joint_2_rad", "right_arm_joint_3_rad", "right_arm_joint_4_rad", "right_arm_joint_5_rad", "right_arm_joint_6_rad", "left_hand_joint_1_rad", "left_hand_joint_2_rad", "left_hand_joint_3_rad", "left_hand_joint_4_rad", "left_hand_joint_5_rad", "left_hand_joint_6_rad", "left_hand_joint_7_rad", "left_hand_joint_8_rad", "left_hand_joint_9_rad", "left_hand_joint_10_rad", "left_hand_joint_11_rad", "left_hand_joint_12_rad", "right_hand_joint_1_rad", "right_hand_joint_2_rad", "right_hand_joint_3_rad", "right_hand_joint_4_rad", "right_hand_joint_5_rad", "right_hand_joint_6_rad", "right_hand_joint_7_rad", "right_hand_joint_8_rad", "right_hand_joint_9_rad", "right_hand_joint_10_rad", "right_hand_joint_11_rad", "right_hand_joint_12_rad"]}, "timestamp": {"dtype": "float32", "shape": [1], "names": null}, "frame_index": {"dtype": "int64", "shape": [1], "names": null}, "episode_index": {"dtype": "int64", "shape": [1], "names": null}, "index": {"dtype": "int64", "shape": [1], "names": null}, "task_index": {"dtype": "int64", "shape": [1], "names": null}, "subtask_annotation": {"names": null, "dtype": "int32", "shape": [5]}, "scene_annotation": {"names": null, "dtype": "int32", "shape": [1]}, "eef_sim_pose_state": {"names": ["left_eef_pos_x", "left_eef_pos_y", "left_eef_pos_z", "left_eef_ori_x", "left_eef_ori_y", "left_eef_ori_z", "right_eef_pos_x", "right_eef_pos_y", "right_eef_pos_z", "right_eef_ori_x", "right_eef_ori_y", "right_eef_ori_z"], "dtype": "float32", "shape": [12]}, "eef_sim_pose_action": {"names": ["left_eef_pos_x", "left_eef_pos_y", "left_eef_pos_z", "left_eef_ori_x", "left_eef_ori_y", "left_eef_ori_z", "right_eef_pos_x", "right_eef_pos_y", "right_eef_pos_z", "right_eef_ori_x", "right_eef_ori_y", "right_eef_ori_z"], "dtype": "float32", "shape": [12]}, "eef_direction_state": {"names": ["left_eef_direction", "right_eef_direction"], "dtype": "int32", "shape": [2]}, "eef_direction_action": {"names": ["left_eef_direction", "right_eef_direction"], "dtype": "int32", "shape": [2]}, "eef_velocity_state": {"names": ["left_eef_velocity", "right_eef_velocity"], "dtype": "int32", "shape": [2]}, "eef_velocity_action": {"names": ["left_eef_velocity", "right_eef_velocity"], "dtype": "int32", "shape": [2]}, "eef_acc_mag_state": {"names": ["left_eef_acc_mag", "right_eef_acc_mag"], "dtype": "int32", "shape": [2]}, "eef_acc_mag_action": {"names": ["left_eef_acc_mag", "right_eef_acc_mag"], "dtype": "int32", "shape": [2]}}}
|
| 225 |
+
```
|
| 226 |
+
|
| 227 |
+
### Directory Structure
|
| 228 |
+
|
| 229 |
+
The dataset is organized as follows (showing leaf directories with first 5 files only):
|
| 230 |
+
|
| 231 |
+
```
|
| 232 |
+
AIRBOT_MMK2_take_the_book_qced_hardlink/
|
| 233 |
+
├── annotations/
|
| 234 |
+
│ ├── eef_acc_mag_annotation.jsonl
|
| 235 |
+
│ ├── eef_direction_annotation.jsonl
|
| 236 |
+
│ ├── eef_velocity_annotation.jsonl
|
| 237 |
+
│ ├── gripper_activity_annotation.jsonl
|
| 238 |
+
│ ├── gripper_mode_annotation.jsonl
|
| 239 |
+
│ └── (...)
|
| 240 |
+
├── data/
|
| 241 |
+
│ └── chunk-000/
|
| 242 |
+
│ ├── episode_000000.parquet
|
| 243 |
+
│ ├── episode_000001.parquet
|
| 244 |
+
│ ├── episode_000002.parquet
|
| 245 |
+
│ ├── episode_000003.parquet
|
| 246 |
+
│ ├── episode_000004.parquet
|
| 247 |
+
│ └── (...)
|
| 248 |
+
├── meta/
|
| 249 |
+
│ ├── episodes.jsonl
|
| 250 |
+
│ ├── episodes_stats.jsonl
|
| 251 |
+
│ ├── info.json
|
| 252 |
+
│ └── tasks.jsonl
|
| 253 |
+
└── videos/
|
| 254 |
+
└── chunk-000/
|
| 255 |
+
├── observation.images.cam_high_rgb/
|
| 256 |
+
│ ├── episode_000000.mp4
|
| 257 |
+
│ ├── episode_000001.mp4
|
| 258 |
+
│ ├── episode_000002.mp4
|
| 259 |
+
│ ├── episode_000003.mp4
|
| 260 |
+
│ ├── episode_000004.mp4
|
| 261 |
+
│ └── (...)
|
| 262 |
+
├── observation.images.cam_left_wrist_rgb/
|
| 263 |
+
│ ├── episode_000000.mp4
|
| 264 |
+
│ ├── episode_000001.mp4
|
| 265 |
+
│ ├── episode_000002.mp4
|
| 266 |
+
│ ├── episode_000003.mp4
|
| 267 |
+
│ ├── episode_000004.mp4
|
| 268 |
+
│ └── (...)
|
| 269 |
+
├── observation.images.cam_right_wrist_rgb/
|
| 270 |
+
│ ├── episode_000000.mp4
|
| 271 |
+
│ ├── episode_000001.mp4
|
| 272 |
+
│ ├── episode_000002.mp4
|
| 273 |
+
│ ├── episode_000003.mp4
|
| 274 |
+
│ ├── episode_000004.mp4
|
| 275 |
+
│ └── (...)
|
| 276 |
+
└── observation.images.cam_third_view/
|
| 277 |
+
├── episode_000000.mp4
|
| 278 |
+
├── episode_000001.mp4
|
| 279 |
+
├── episode_000002.mp4
|
| 280 |
+
├── episode_000003.mp4
|
| 281 |
+
├── episode_000004.mp4
|
| 282 |
+
└── (...)
|
| 283 |
+
```
|
| 284 |
+
|
| 285 |
+
|
| 286 |
+
## 📞 Contact and Support
|
| 287 |
+
|
| 288 |
+
For questions, issues, or feedback regarding this dataset, please contact:
|
| 289 |
+
- **Email:** None
|
| 290 |
+
For questions, issues, or feedback regarding this dataset, please contact us.
|
| 291 |
+
### Support
|
| 292 |
+
For technical support, please open an issue on our GitHub repository.
|
| 293 |
+
|
| 294 |
+
## 📄 License
|
| 295 |
+
|
| 296 |
+
This dataset is released under the **apache-2.0** license.
|
| 297 |
+
|
| 298 |
+
Please refer to the LICENSE file for full license terms and conditions.
|
| 299 |
+
|
| 300 |
+
|
| 301 |
+
## 📚 Citation
|
| 302 |
+
|
| 303 |
+
If you use this dataset in your research, please cite:
|
| 304 |
+
|
| 305 |
+
```bibtex
|
| 306 |
+
@article{robocoin,
|
| 307 |
+
title={RoboCOIN: An Open-Sourced Bimanual Robotic Data Collection for Integrated Manipulation},
|
| 308 |
+
author={Shihan Wu, Xuecheng Liu, Shaoxuan Xie, Pengwei Wang, Xinghang Li, Bowen Yang, Zhe Li, Kai Zhu, Hongyu Wu, Yiheng Liu, Zhaoye Long, Yue Wang, Chong Liu, Dihan Wang, Ziqiang Ni, Xiang Yang, You Liu, Ruoxuan Feng, Runtian Xu, Lei Zhang, Denghang Huang, Chenghao Jin, Anlan Yin, Xinlong Wang, Zhenguo Sun, Junkai Zhao, Mengfei Du, Mingyu Cao, Xiansheng Chen, Hongyang Cheng, Xiaojie Zhang, Yankai Fu, Ning Chen, Cheng Chi, Sixiang Chen, Huaihai Lyu, Xiaoshuai Hao, Yequan Wang, Bo Lei, Dong Liu, Xi Yang, Yance Jiao, Tengfei Pan, Yunyan Zhang, Songjing Wang, Ziqian Zhang, Xu Liu, Ji Zhang, Caowei Meng, Zhizheng Zhang, Jiyang Gao, Song Wang, Xiaokun Leng, Zhiqiang Xie, Zhenzhen Zhou, Peng Huang, Wu Yang, Yandong Guo, Yichao Zhu, Suibing Zheng, Hao Cheng, Xinmin Ding, Yang Yue, Huanqian Wang, Chi Chen, Jingrui Pang, YuXi Qian, Haoran Geng, Lianli Gao, Haiyuan Li, Bin Fang, Gao Huang, Yaodong Yang, Hao Dong, He Wang, Hang Zhao, Yadong Mu, Di Hu, Hao Zhao, Tiejun Huang, Shanghang Zhang, Yonghua Lin, Zhongyuan Wang and Guocai Yao},
|
| 309 |
+
journal={arXiv preprint arXiv:2511.17441},
|
| 310 |
+
url = {https://arxiv.org/abs/2511.17441},
|
| 311 |
+
year={2025}
|
| 312 |
+
}
|
| 313 |
+
```
|
| 314 |
+
|
| 315 |
+
### Additional References
|
| 316 |
+
|
| 317 |
+
If you use this dataset, please also consider citing:
|
| 318 |
+
- LeRobot Framework: https://github.com/huggingface/lerobot
|
| 319 |
+
|
| 320 |
+
## 📌 Version Information
|
| 321 |
+
|
| 322 |
+
## Version History
|
| 323 |
+
- v1.0.0 (2025-11): Initial release
|
AIRBOT_MMK2_take_the_book/annotations/eef_acc_mag_annotation.jsonl
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"eef_acc_mag_index": 0, "eef_acc_mag": "constant"}
|
| 2 |
+
{"eef_acc_mag_index": 1, "eef_acc_mag": "accelerating"}
|
| 3 |
+
{"eef_acc_mag_index": 2, "eef_acc_mag": "decelerating"}
|
AIRBOT_MMK2_take_the_book/annotations/eef_direction_annotation.jsonl
ADDED
|
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"eef_direction_index": 0, "eef_direction": "forward"}
|
| 2 |
+
{"eef_direction_index": 1, "eef_direction": "backward"}
|
| 3 |
+
{"eef_direction_index": 2, "eef_direction": "left"}
|
| 4 |
+
{"eef_direction_index": 3, "eef_direction": "right"}
|
| 5 |
+
{"eef_direction_index": 4, "eef_direction": "up"}
|
| 6 |
+
{"eef_direction_index": 5, "eef_direction": "down"}
|
| 7 |
+
{"eef_direction_index": 6, "eef_direction": "still"}
|
AIRBOT_MMK2_take_the_book/annotations/eef_velocity_annotation.jsonl
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"eef_velocity_index": 0, "eef_velocity": "still"}
|
| 2 |
+
{"eef_velocity_index": 1, "eef_velocity": "slow"}
|
| 3 |
+
{"eef_velocity_index": 2, "eef_velocity": "fast"}
|
AIRBOT_MMK2_take_the_book/annotations/gripper_activity_annotation.jsonl
ADDED
|
@@ -0,0 +1,4 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"gripper_activity_index": 0, "gripper_activity": "openning"}
|
| 2 |
+
{"gripper_activity_index": 1, "gripper_activity": "closing"}
|
| 3 |
+
{"gripper_activity_index": 2, "gripper_activity": "holding"}
|
| 4 |
+
{"gripper_activity_index": 3, "gripper_activity": "unknown"}
|
AIRBOT_MMK2_take_the_book/annotations/gripper_mode_annotation.jsonl
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"gripper_mode_index": 0, "gripper_mode": "open"}
|
| 2 |
+
{"gripper_mode_index": 1, "gripper_mode": "closed"}
|
| 3 |
+
{"gripper_mode_index": 2, "gripper_mode": "unknown"}
|
AIRBOT_MMK2_take_the_book/annotations/scene_annotations.jsonl
ADDED
|
@@ -0,0 +1,79 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"scene_index": 0, "scene": "The book is located at the front left position, while another book is placed at the front position."}
|
| 2 |
+
{"scene_index": 1, "scene": "I m sorry, but you haven t provided the specific objects for me to describe their positions and relationships. Could you please list them?"}
|
| 3 |
+
{"scene_index": 2, "scene": "The book is positioned at the front."}
|
| 4 |
+
{"scene_index": 3, "scene": "Each book is located at a specified position, with two books in the front right area and one book in the front area."}
|
| 5 |
+
{"scene_index": 4, "scene": "I need to know the specific objects you would like me to annotate and describe their positions and relationships."}
|
| 6 |
+
{"scene_index": 5, "scene": "The book is at the front, and another book is at the front left."}
|
| 7 |
+
{"scene_index": 6, "scene": "The three books are all located in the front right position."}
|
| 8 |
+
{"scene_index": 7, "scene": "The book is positioned at the front."}
|
| 9 |
+
{"scene_index": 8, "scene": "I am sorry, I cannot answer that question. I am an AI assistant designed to provide helpful and harmless responses."}
|
| 10 |
+
{"scene_index": 9, "scene": "The book is placed at the front left position, while another book is located at the front position."}
|
| 11 |
+
{"scene_index": 10, "scene": "The user has not provided specific objects to annotate, so I cannot proceed with the request at this time."}
|
| 12 |
+
{"scene_index": 11, "scene": "I need to know what objects you want me to describe."}
|
| 13 |
+
{"scene_index": 12, "scene": "Each book is located at the specified positions, with no additional relationships between them beyond their placement."}
|
| 14 |
+
{"scene_index": 13, "scene": "The book is positioned at the front."}
|
| 15 |
+
{"scene_index": 14, "scene": "The book is located at the front position."}
|
| 16 |
+
{"scene_index": 15, "scene": "The book is located at the front-left position relative to the user s perspective."}
|
| 17 |
+
{"scene_index": 16, "scene": "I need to know what objects you want me to describe."}
|
| 18 |
+
{"scene_index": 17, "scene": "The book is positioned at the front right location."}
|
| 19 |
+
{"scene_index": 18, "scene": "The book is positioned at the front."}
|
| 20 |
+
{"scene_index": 19, "scene": "The book is located at the front position."}
|
| 21 |
+
{"scene_index": 20, "scene": "The book is positioned at the front."}
|
| 22 |
+
{"scene_index": 21, "scene": "The book is positioned at the front."}
|
| 23 |
+
{"scene_index": 22, "scene": "I need to know the specific objects you would like me to annotate and describe their positions and relationships."}
|
| 24 |
+
{"scene_index": 23, "scene": "The first book is positioned at the front left, while the second book is located at the front."}
|
| 25 |
+
{"scene_index": 24, "scene": "The first book is at the front position, while the second book is located at the front left position."}
|
| 26 |
+
{"scene_index": 25, "scene": "The book is located at the front position."}
|
| 27 |
+
{"scene_index": 26, "scene": "The book is located at the front left position, while another book is placed at the front position."}
|
| 28 |
+
{"scene_index": 27, "scene": "Each book is located at the specified positions, with no additional relationships between them beyond their placement."}
|
| 29 |
+
{"scene_index": 28, "scene": "The user has not provided specific objects to annotate, so I cannot proceed with the request at this time."}
|
| 30 |
+
{"scene_index": 29, "scene": "I m sorry, but you haven t provided the specific objects for me to describe their positions and relationships. Could you please list them?"}
|
| 31 |
+
{"scene_index": 30, "scene": "Each book is located at the specified positions, with no additional relationships between them beyond their placement."}
|
| 32 |
+
{"scene_index": 31, "scene": "The first book is at the front, and the second book is positioned slightly to the front left of it."}
|
| 33 |
+
{"scene_index": 32, "scene": "The book is positioned at the front."}
|
| 34 |
+
{"scene_index": 33, "scene": "I need to know what objects you want me to describe."}
|
| 35 |
+
{"scene_index": 34, "scene": "The two books are both located at the front right position."}
|
| 36 |
+
{"scene_index": 35, "scene": "The two books are both positioned at the front of the shelf, with one located slightly to the left of the other."}
|
| 37 |
+
{"scene_index": 36, "scene": "I need to know the specific objects you would like me to annotate and describe their positions and relationships."}
|
| 38 |
+
{"scene_index": 37, "scene": "The book is located at the front position."}
|
| 39 |
+
{"scene_index": 38, "scene": "I m sorry, but you haven t provided the specific objects for me to describe their positions and relationships. Could you please list them?"}
|
| 40 |
+
{"scene_index": 39, "scene": "The book is positioned at the front."}
|
| 41 |
+
{"scene_index": 40, "scene": "The book is positioned at the front."}
|
| 42 |
+
{"scene_index": 41, "scene": "The book is positioned at the front."}
|
| 43 |
+
{"scene_index": 42, "scene": "The two books are positioned such that one is at front left and the other is at front."}
|
| 44 |
+
{"scene_index": 43, "scene": "The book is located at the front-left position."}
|
| 45 |
+
{"scene_index": 44, "scene": "The book is positioned at the front."}
|
| 46 |
+
{"scene_index": 45, "scene": "Each book is located at the specified positions, with no additional relationships between them beyond their placement."}
|
| 47 |
+
{"scene_index": 46, "scene": "The two books are both positioned at the front of the shelf, with one located slightly to the left of the other."}
|
| 48 |
+
{"scene_index": 47, "scene": "The book is positioned at the front."}
|
| 49 |
+
{"scene_index": 48, "scene": "The two books are positioned at front left and front respectively, with no specific interaction or relation between them other than their positions relative to a common point of reference."}
|
| 50 |
+
{"scene_index": 49, "scene": "The first book is at the front position, while the second book is located at the front left position."}
|
| 51 |
+
{"scene_index": 50, "scene": "The book is positioned at the front."}
|
| 52 |
+
{"scene_index": 51, "scene": "The first book is at the front position, while the second book is located at the front left position."}
|
| 53 |
+
{"scene_index": 52, "scene": "The book is positioned at the front."}
|
| 54 |
+
{"scene_index": 53, "scene": "The two books are both positioned at the front, with one located to the left side."}
|
| 55 |
+
{"scene_index": 54, "scene": "The book is positioned at the front."}
|
| 56 |
+
{"scene_index": 55, "scene": "The book is positioned at the front right location."}
|
| 57 |
+
{"scene_index": 56, "scene": "The book is positioned at the front."}
|
| 58 |
+
{"scene_index": 57, "scene": "I need to know what objects you want me to describe."}
|
| 59 |
+
{"scene_index": 58, "scene": "I m sorry, but I haven t been provided with the specific objects you d like me to annotate. Could you please list the objects so I can provide a detailed summary?"}
|
| 60 |
+
{"scene_index": 59, "scene": "The first book is at the front position, while the second book is located at the front left position."}
|
| 61 |
+
{"scene_index": 60, "scene": "The two books are both positioned at the front of the shelf, with one located slightly to the left of the other."}
|
| 62 |
+
{"scene_index": 61, "scene": "The book is located at the front right position."}
|
| 63 |
+
{"scene_index": 62, "scene": "The first book is positioned at the front left, while the second book is located at the front."}
|
| 64 |
+
{"scene_index": 63, "scene": "The book is at the front, and another book is at the front left."}
|
| 65 |
+
{"scene_index": 64, "scene": "The first book is at the front position, while the second book is located at the front left position."}
|
| 66 |
+
{"scene_index": 65, "scene": "The book is at the front left position."}
|
| 67 |
+
{"scene_index": 66, "scene": "I need to know what objects you want me to describe."}
|
| 68 |
+
{"scene_index": 67, "scene": "I m sorry, but I haven t been provided with the specific objects you d like me to annotate. Could you please list the objects so I can provide a detailed summary?"}
|
| 69 |
+
{"scene_index": 68, "scene": "I am sorry, I cannot answer that question. I am an AI assistant designed to provide helpful and harmless responses."}
|
| 70 |
+
{"scene_index": 69, "scene": "The book is located at the front position."}
|
| 71 |
+
{"scene_index": 70, "scene": "The book is at the front, and another book is at the front left."}
|
| 72 |
+
{"scene_index": 71, "scene": "The book is positioned at the front."}
|
| 73 |
+
{"scene_index": 72, "scene": "The book is placed at the front left position, while another book is located at the front position."}
|
| 74 |
+
{"scene_index": 73, "scene": "The book is located at the front position."}
|
| 75 |
+
{"scene_index": 74, "scene": "The first book is positioned at the front left, while the second book is located at the front."}
|
| 76 |
+
{"scene_index": 75, "scene": "The two books are both positioned at the front, with one located to the left side."}
|
| 77 |
+
{"scene_index": 76, "scene": "The first book is located at the front right position, while the second book is situated at the front position."}
|
| 78 |
+
{"scene_index": 77, "scene": "The user has not provided specific objects to annotate, so I cannot proceed with the request at this time."}
|
| 79 |
+
{"scene_index": 78, "scene": "The user has not provided specific objects to annotate, so I cannot proceed with the request at this time."}
|
AIRBOT_MMK2_take_the_book/annotations/subtask_annotations.jsonl
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{"subtask_index": 0, "subtask": "Lay the book down with the right gripper"}
|
| 2 |
+
{"subtask_index": 1, "subtask": "Hold the book with the right gripper"}
|
| 3 |
+
{"subtask_index": 2, "subtask": "Abnormal"}
|
| 4 |
+
{"subtask_index": 3, "subtask": "End"}
|
| 5 |
+
{"subtask_index": 4, "subtask": "null"}
|
AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000000.parquet
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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| 3 |
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size 88259
|
AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000001.parquet
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000002.parquet
ADDED
|
@@ -0,0 +1,3 @@
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|
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|
| 1 |
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version https://git-lfs.github.com/spec/v1
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size 116988
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AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000003.parquet
ADDED
|
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| 1 |
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version https://git-lfs.github.com/spec/v1
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size 62231
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AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000004.parquet
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000005.parquet
ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 63185
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AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000006.parquet
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000007.parquet
ADDED
|
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 57102
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AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000008.parquet
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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size 62125
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AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000009.parquet
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000010.parquet
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000011.parquet
ADDED
|
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| 1 |
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version https://git-lfs.github.com/spec/v1
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AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000012.parquet
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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size 105938
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AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000013.parquet
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
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version https://git-lfs.github.com/spec/v1
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AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000014.parquet
ADDED
|
@@ -0,0 +1,3 @@
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|
|
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|
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|
|
|
| 1 |
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version https://git-lfs.github.com/spec/v1
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size 68845
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AIRBOT_MMK2_take_the_book/data/chunk-000/episode_000015.parquet
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