datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
leju_robot_part_placement
leju_robot_part_placement
📋 Overview
This dataset uses an extended format based on LeRobot and is fully compatible with LeRobot.
Robot Type: leju_robot
| Codebase Version: v2.1
End-Effector Type: five_finger_hand
🏠 Scene Types
This dataset covers the following scene types:
home
🤖 Atomic Actions
This dataset includes the following atomic actions:
grasp
place
pick
📊 Dataset Statistics
Metric
Value
Total Episodes
538… See the full description on the dataset page: https://huggingface.co/datasets/RoboCOIN/leju_robot_part_placement.SP_Relational_PlacementThis dataset was created using LeRobot. Episode 40 is a duplicate "Place the pink marker to the back of the green block."
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so_follower",
"total_episodes": 51,
"total_frames": 40180,
"total_tasks": 9,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
"train": "0:51"
},
"data_path":… See the full description on the dataset page: https://huggingface.co/datasets/justintiensmith/SP_Relational_Placement.nyush-galaxea-a1-fruit-placement
NYUSH Galaxea A1 — Fruit Placement
Formats and branches
Branch
Representation
main (default)
EEF · LeRobot v2.1
v3
EEF · LeRobot v3.0
joint-v2.1
Joint · LeRobot v2.1
raw-v3
Legacy raw recording schema v3
Preview
Each GIF contains both camera views on one shared playback clock. Left: Agent View; right: Wrist Camera. The timestamp shows elapsed dataset time; playback is 2× speed.
Put the banana into the blue plate… See the full description on the dataset page: https://huggingface.co/datasets/pengyue-polaron/nyush-galaxea-a1-fruit-placement.AIRBOT_MMK2_double-sided_tape_placement
AIRBOT_MMK2_double-sided_tape_placement
📋 Overview
This dataset uses an extended format based on LeRobot and is fully compatible with LeRobot.
Robot Type: discover_robotics_aitbot_mmk2
| Codebase Version: v2.1
End-Effector Type: five_finger_hand
🏠 Scene Types
This dataset covers the following scene types:
home
🤖 Atomic Actions
This dataset includes the following atomic actions:
grasp
pick
place
📊 Dataset Statistics
Metric… See the full description on the dataset page: https://huggingface.co/datasets/RoboCOIN/AIRBOT_MMK2_double-sided_tape_placement.placement_visual_conditionedThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "hessian",
"total_episodes": 197,
"total_frames": 66397,
"total_tasks": 1,
"total_videos": 591,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 60,
"splits": {
"train": "0:197"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/DistantSky/placement_visual_conditioned.so100_bag_placement_20250426This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so100",
"total_episodes": 59,
"total_frames": 48333,
"total_tasks": 1,
"total_videos": 118,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:59"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/maitereo/so100_bag_placement_20250426.lerobot-cat-toy-placementThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.0",
"robot_type": "so100",
"total_episodes": 40,
"total_frames": 17823,
"total_tasks": 1,
"total_videos": 80,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:40"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/kevin510/lerobot-cat-toy-placement.nyush-vlai-l1-block-placement
NYUSH VLAI L1 — Block Placement
Data collected by ColinSkywalker.
Formats and branches
Branch
Representation
main (default)
Joint · LeRobot v2.1
joint-v2.1
Joint · LeRobot v2.1
Preview
Each GIF contains both camera views on one shared playback clock. Left: Agent View; right: Wrist Camera. The timestamp shows elapsed dataset time; playback is 2× speed.
Put the blue block into the red plate
Episode 16 · complete… See the full description on the dataset page: https://huggingface.co/datasets/pengyue-polaron/nyush-vlai-l1-block-placement.rollout_groot_vision_only_Relational_PlacementThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/justintiensmith/rollout_groot_vision_only_Relational_Placement.sec-form-d-private-placements-dataset
SEC Form D Private Placements & Fundraising Events
Every SEC Form D private placement filing as analysis-ready tables: fundraising events with amounts raised, issuer profiles and related persons, built from the SEC's official structured Form D data (2008–present) plus EDGAR incremental filings.
Part of the DataForge Open Data program — full production
packages, free for academic and personal use. Canonical dataset page:… See the full description on the dataset page: https://huggingface.co/datasets/zalizedata/sec-form-d-private-placements-dataset.rollout_molmoact2_Reasoning_Step_076596_Relational_PlacementThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/justintiensmith/rollout_molmoact2_Reasoning_Step_076596_Relational_Placement.solo-block-placement-v2This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"trossen_subversion": "v1.0",
"robot_type": "trossen_ai_solo",
"total_episodes": 20,
"total_frames": 5967,
"total_tasks": 1,
"total_videos": 40,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits":{
"train": "0:20"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet"… See the full description on the dataset page: https://huggingface.co/datasets/TrossenRoboticsCommunity/solo-block-placement-v2.rollout_groot_Relational_Placement_20260827_114144This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/justintiensmith/rollout_groot_Relational_Placement_20260827_114144.SP_Relational_Placement_2This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/justintiensmith/SP_Relational_Placement_2.rollout_groot_Relational_PlacementThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/justintiensmith/rollout_groot_Relational_Placement.rollout_groot_vision_only_Relational_Placement_20260830_143726This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/justintiensmith/rollout_groot_vision_only_Relational_Placement_20260830_143726.rollout_vla0_Relational_Placement_90sThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 10,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/justintiensmith/rollout_vla0_Relational_Placement_90s.mv-umi-markers-placement-raw-lerobot
Markers Placement (Raw)
Visualizers
LeRobot Visualizer
Neural Motion Visualizer
Overview
This dataset is a conversion from an upstream robotics dataset into LeRobot v3-compatible format.
It is intended to provide reproducible access in a unified schema.
Source Dataset
Dataset ID: mv-umi-markers-placement-raw
Project: MV-UMI
Task: Markers Placement (Raw)
Upstream download/source URL:… See the full description on the dataset page: https://huggingface.co/datasets/DaivdYuan/mv-umi-markers-placement-raw-lerobot.mv-umi-markers-placement-seg-lerobot
Markers Placement (Seg)
Visualizers
LeRobot Visualizer
Neural Motion Visualizer
Overview
This dataset is a conversion from an upstream robotics dataset into LeRobot v3-compatible format.
It is intended to provide reproducible access in a unified schema.
Source Dataset
Dataset ID: mv-umi-markers-placement-seg
Project: MV-UMI
Task: Markers Placement (Seg)
Upstream download/source URL:… See the full description on the dataset page: https://huggingface.co/datasets/DaivdYuan/mv-umi-markers-placement-seg-lerobot.rollout_smolvla_precision-pen-placementThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/Qiu-Xinchuan/rollout_smolvla_precision-pen-placement.rollout_vla0_Relational_Placement_90s_20260828_142625This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 10,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/justintiensmith/rollout_vla0_Relational_Placement_90s_20260828_142625.pen-placement-taskThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so101_follower",
"total_episodes": 101,
"total_frames": 60277,
"total_tasks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:101"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path": "videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4"… See the full description on the dataset page: https://huggingface.co/datasets/sapanostic/pen-placement-task.SP_Relational_Placement_200This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/justintiensmith/SP_Relational_Placement_200.rollout_act_precision-pen-placementThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/Qiu-Xinchuan/rollout_act_precision-pen-placement.cube-pad-placementThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so_follower",
"total_episodes": 90,
"total_frames": 61850,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
"train": "0:90"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/vanniew/cube-pad-placement.rollout_pi05_Reasoning_Step_076596_Relational_PlacementThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/justintiensmith/rollout_pi05_Reasoning_Step_076596_Relational_Placement.pcb_placement_v1This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "bi_dk1_follower",
"total_episodes": 50,
"total_frames": 30616,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
"train": "0:50"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/dopaul/pcb_placement_v1.so101-figure-shape-placement-v1This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so101",
"fps": 30,
"total_episodes": 300,
"total_frames": 105145,
"total_tasks": 1,
"features": {
"observation.state": {
"dtype": "float32",
"shape": [
6
],
"names": [
"motor_0",
"motor_1",
"motor_2"… See the full description on the dataset page: https://huggingface.co/datasets/MSSerg/so101-figure-shape-placement-v1.rollout_pi05_5841357_Relational_PlacementThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/justintiensmith/rollout_pi05_5841357_Relational_Placement.tape_placementThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so101_follower",
"total_episodes": 100,
"total_frames": 38707,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
"train": "0:100"},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/yeeunleee/tape_placement.