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01haosulab /ManiSkill_Demonstrations ManiSkill Demonstrations This dataset repo contains all of the latest ManiSkill demonstration datasets as well as some pretained model weights used to generate some demonstrations. To download by environment ID run python -m mani_skill.utils.download_demo env_id You can also replace env_id with "all" to download all demos. For the previous ManiSkill2 paper's demonstration data (v0.5.3 of the mani_skill package) see https://huggingface.co/datasets/haosulab/ManiSkill2 The… See the full description on the dataset page: https://huggingface.co/datasets/haosulab/ManiSkill_Demonstrations.reinforcement-learning1M<n<10M10 likes2.8k downloads1y agoHugging Face02ycxuxu /mujoban-demonstrations0 likes564 downloads4mo agoHugging Face03rli14 /10132025_human_demonstrations_tiktokmug_oceantablecloth_reorientThis dataset was created using LeRobot. Dataset Structure meta/info.json: { "codebase_version": "v2.1", "robot_type": null, "total_episodes": 151, "total_frames": 6731,"total_tasks": 1, "total_videos": 0, "total_chunks": 1, "chunks_size": 1000, "fps": 30, "splits": { "train": "0:151" }, "data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet", "video_path": null, "features": {… See the full description on the dataset page: https://huggingface.co/datasets/rli14/10132025_human_demonstrations_tiktokmug_oceantablecloth_reorient.imagerobotics1K<n<10K0 likes481 downloads11mo agoHugging Face04REBOOT26 /sample_recovery-demonstrationThis dataset was created using LeRobot. Dataset Structure meta/info.json: { "codebase_version": "v3.0", "robot_type": "bi_widowxai_follower_robot", "total_episodes": 60, "total_frames": 53886, "total_tasks": 1, "chunks_size": 1000, "data_files_size_in_mb": 100, "video_files_size_in_mb": 200, "fps": 30, "splits": { "train": "0:60" }, "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/REBOOT26/sample_recovery-demonstration.tabularrobotics10K<n<100K0 likes454 downloads4mo agoHugging Face05AdilZtn /Maniskill-Pushcube-demonstration-largeThis dataset was created using LeRobot. Dataset Structure meta/info.json: { "codebase_version": "v2.0", "robot_type": null, "total_episodes": 1860, "total_frames": 0, "total_tasks": 0, "total_videos": 0, "total_chunks": 0, "chunks_size": 1000, "fps": 20, "splits": {}, "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/AdilZtn/Maniskill-Pushcube-demonstration-large.imagerobotics10K<n<100K0 likes398 downloads1y agoHugging Face06rli14 /10132025_human_demonstrations_pick_bluepearlspoon_redlinentableclothThis dataset was created using LeRobot. Dataset Structure meta/info.json: { "codebase_version": "v2.1", "robot_type": null, "total_episodes": 150, "total_frames": 9699,"total_tasks": 1, "total_videos": 0, "total_chunks": 1, "chunks_size": 1000, "fps": 30, "splits": { "train": "0:150" }, "data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet", "video_path": null, "features": {… See the full description on the dataset page: https://huggingface.co/datasets/rli14/10132025_human_demonstrations_pick_bluepearlspoon_redlinentablecloth.imagerobotics1K<n<10K0 likes301 downloads11mo agoHugging Face07AdilZtn /Maniskill-Pushcube-demonstration-mediumThis dataset was created using LeRobot. Dataset Structure meta/info.json: { "codebase_version": "v2.0", "robot_type": null, "total_episodes": 500, "total_frames": 0, "total_tasks": 0, "total_videos": 0, "total_chunks": 0, "chunks_size": 1000, "fps": 20, "splits": {}, "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/AdilZtn/Maniskill-Pushcube-demonstration-medium.imagerobotics10K<n<100K1 likes267 downloads1y agoHugging Face08rli14 /10132025_human_demonstrations_reorient_bluedinosaurmug_redlinentablecloth_trainThis dataset was created using LeRobot. Dataset Structure meta/info.json: { "codebase_version": "v2.1", "robot_type": null, "total_episodes": 150, "total_frames": 6993, "total_tasks": 1, "total_videos": 0, "total_chunks": 1, "chunks_size": 1000, "fps": 30, "splits": { "train": "0:150" }, "data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet", "video_path": null, "features": {… See the full description on the dataset page: https://huggingface.co/datasets/rli14/10132025_human_demonstrations_reorient_bluedinosaurmug_redlinentablecloth_train.imagerobotics1K<n<10K0 likes173 downloads11mo agoHugging Face09windfromthenorth /fixed-rotated-demonstrationsThis dataset was created using LeRobot. Dataset Structure meta/info.json: { "codebase_version": "v2.1", "robot_type": "panda", "total_episodes": 50, "total_frames": 11794, "total_tasks": 50, "total_videos": 0, "total_chunks": 1, "chunks_size": 1000, "fps": 10, "splits": { "train": "0:50" }, "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/windfromthenorth/fixed-rotated-demonstrations.imagerobotics10K<n<100K0 likes136 downloads7mo agoHugging Face10rli14 /10132025_human_demonstrations_stack_purplebowlyellowbowl_plaintableThis dataset was created using LeRobot. Dataset Structure meta/info.json: { "codebase_version": "v2.1", "robot_type": null, "total_episodes": 153, "total_frames": 6979,"total_tasks": 1, "total_videos": 0, "total_chunks": 1, "chunks_size": 1000, "fps": 30, "splits": { "train": "0:153" }, "data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet", "video_path": null, "features": {… See the full description on the dataset page: https://huggingface.co/datasets/rli14/10132025_human_demonstrations_stack_purplebowlyellowbowl_plaintable.imagerobotics1K<n<10K0 likes122 downloads11mo agoHugging Face11rli14 /10132025_human_demonstrations_stack_purplebowltaupebowl_redlinentableclothThis dataset was created using LeRobot. Dataset Structure meta/info.json: { "codebase_version": "v2.1", "robot_type": null, "total_episodes": 150, "total_frames": 5289, "total_tasks": 1, "total_videos": 0, "total_chunks": 1, "chunks_size": 1000, "fps": 30, "splits": { "train": "0:150" }, "data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet", "video_path": null, "features": {… See the full description on the dataset page: https://huggingface.co/datasets/rli14/10132025_human_demonstrations_stack_purplebowltaupebowl_redlinentablecloth.imagerobotics1K<n<10K0 likes114 downloads11mo agoHugging Face12AdilZtn /Maniskill-Pushcube-demonstration-smallThis dataset was created using LeRobot. Dataset Structure meta/info.json: { "codebase_version": "v2.0", "robot_type": null, "total_episodes": 30, "total_frames": 0, "total_tasks": 0, "total_videos": 0, "total_chunks": 0, "chunks_size": 1000, "fps": 20, "splits": {}, "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/AdilZtn/Maniskill-Pushcube-demonstration-small.imagerobotics1K<n<10K0 likes113 downloads1y agoHugging Face13Niels2 /so101-demonstrations-robotcam-640p-30fpsThis dataset was created using LeRobot. Dataset Structure meta/info.json: { "codebase_version": "v3.0", "robot_type": "so101_follower", "total_episodes": 331, "total_frames": 88883, "total_tasks": 1, "chunks_size": 1000, "data_files_size_in_mb": 100, "video_files_size_in_mb": 200, "fps": 30, "splits": { "train": "0:331" }, "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/Niels2/so101-demonstrations-robotcam-640p-30fps.tabularrobotics10K<n<100K0 likes71 downloads3mo agoHugging Face14zavidnyi /lcb-demonstrationstext1K<n<10K0 likes47 downloads7mo agoHugging Face15rli14 /10092025_human_demonstrations_brownblackwoodenspoon_plaintableThis dataset was created using LeRobot. Dataset Structure meta/info.json: { "codebase_version": "v2.1", "robot_type": null, "total_episodes": 100, "total_frames": 13751,"total_tasks": 1, "total_videos": 0, "total_chunks": 1, "chunks_size": 1000, "fps": 30, "splits": { "train": "0:100" }, "data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet", "video_path": null, "features": {… See the full description on the dataset page: https://huggingface.co/datasets/rli14/10092025_human_demonstrations_brownblackwoodenspoon_plaintable.imagerobotics10K<n<100K0 likes46 downloads1y agoHugging Face16ClementRomac /BabyAI-Text_bot_demonstrations0 likes45 downloads2y agoHugging Face17LucaGobano /hil_serl_30_demonstrations_with_gripperThis dataset was created using LeRobot. Dataset Structure meta/info.json: { "codebase_version": "v2.1", "robot_type": null, "total_episodes": 30, "total_frames": 3009, "total_tasks": 1, "total_videos": 60, "total_chunks": 1, "chunks_size": 1000, "fps": 10, "splits": { "train": "0:30" }, "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/LucaGobano/hil_serl_30_demonstrations_with_gripper.tabularrobotics1K<n<10K0 likes42 downloads1y agoHugging Face18ilikirobot /rollout_smolvla_pick_red_place_left_demonstration_repetition_test_20260815_110353This 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/ilikirobot/rollout_smolvla_pick_red_place_left_demonstration_repetition_test_20260815_110353.tabularroboticsn<1K0 likes41 downloads1mo agoHugging Face19rli14 /10132025_human_demonstrations_hydroflask_plaintable_reorientThis dataset was created using LeRobot. Dataset Structure meta/info.json: { "codebase_version": "v2.1", "robot_type": null, "total_episodes": 151, "total_frames": 10220,"total_tasks": 1, "total_videos": 0, "total_chunks": 1, "chunks_size": 1000, "fps": 30, "splits": { "train": "0:151" }, "data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet", "video_path": null, "features": {… See the full description on the dataset page: https://huggingface.co/datasets/rli14/10132025_human_demonstrations_hydroflask_plaintable_reorient.imagerobotics10K<n<100K0 likes34 downloads11mo agoHugging Face20rli14 /10132025_human_demonstrations_pinkbowltaupebowl_oceantablecloth_stackThis dataset was created using LeRobot. Dataset Structure meta/info.json: { "codebase_version": "v2.1", "robot_type": null, "total_episodes": 151, "total_frames": 10824, "total_tasks": 1, "total_videos": 0, "total_chunks": 1, "chunks_size": 1000, "fps": 30, "splits": { "train": "0:151" }, "data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet", "video_path": null, "features": {… See the full description on the dataset page: https://huggingface.co/datasets/rli14/10132025_human_demonstrations_pinkbowltaupebowl_oceantablecloth_stack.imagerobotics10K<n<100K0 likes33 downloads11mo agoHugging Face21rli14 /10132025_human_demonstrations__bluespoon_oceantablecloth_pickThis dataset was created using LeRobot. Dataset Structure meta/info.json: { "codebase_version": "v2.1", "robot_type": null, "total_episodes": 151, "total_frames": 10952,"total_tasks": 1, "total_videos": 0, "total_chunks": 1, "chunks_size": 1000, "fps": 30, "splits": { "train": "0:151" }, "data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet", "video_path": null, "features": {… See the full description on the dataset page: https://huggingface.co/datasets/rli14/10132025_human_demonstrations__bluespoon_oceantablecloth_pick.imagerobotics10K<n<100K0 likes32 downloads11mo agoHugging Face22vo2yager /demonstrationsThis dataset was created using LeRobot. Dataset Structure meta/info.json: { "codebase_version": "v2.0", "robot_type": "aloha", "total_episodes": 6, "total_frames": 1600, "total_tasks": 6, "total_videos": 0, "total_chunks": 1, "chunks_size": 1000, "fps": 50, "splits": { "train": "0:6" }, "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/vo2yager/demonstrations.imagerobotics1K<n<10K0 likes30 downloads10mo agoHugging Face23rli14 /10132025_human_demonstrations_hurricanemug_plaintableThis dataset was created using LeRobot. Dataset Structure meta/info.json: { "codebase_version": "v2.1", "robot_type": null, "total_episodes": 151, "total_frames": 22993, "total_tasks": 1, "total_videos": 0, "total_chunks": 1, "chunks_size": 1000, "fps": 30, "splits": { "train": "0:151" }, "data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet", "video_path": null, "features": {… See the full description on the dataset page: https://huggingface.co/datasets/rli14/10132025_human_demonstrations_hurricanemug_plaintable.imagerobotics10K<n<100K0 likes28 downloads11mo agoHugging Face24rli14 /10132025_human_demonstrations_bluebowlyellowbowl_snoopyplastictablecloth_stackThis dataset was created using LeRobot. Dataset Structure meta/info.json: { "codebase_version": "v2.1", "robot_type": null, "total_episodes": 151, "total_frames": 10395, "total_tasks": 1, "total_videos": 0, "total_chunks": 1, "chunks_size": 1000, "fps": 30, "splits": { "train": "0:151" }, "data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet", "video_path": null, "features": {… See the full description on the dataset page: https://huggingface.co/datasets/rli14/10132025_human_demonstrations_bluebowlyellowbowl_snoopyplastictablecloth_stack.imagerobotics10K<n<100K0 likes28 downloads11mo agoHugging Face25Janmeier820 /demonstration_video_20260821_134324This dataset was created using LeRobot. Dataset Structure meta/info.json: { "codebase_version": "v3.0", "fps": 30, "features": { "action": { "dtype": "float32", "names": [ "left_shoulder_pan.pos", "left_shoulder_lift.pos", "left_elbow_flex.pos", "left_wrist_flex.pos", "left_wrist_roll.pos", "left_gripper.pos"… See the full description on the dataset page: https://huggingface.co/datasets/Janmeier820/demonstration_video_20260821_134324.tabularrobotics10K<n<100K0 likes28 downloads1mo agoHugging Face26HongzeFu /panda-demonstrationsThis dataset was created using LeRobot. Dataset Structure meta/info.json: { "codebase_version": "v2.1", "robot_type": "panda", "total_episodes": 1, "total_frames": 342, "total_tasks": 1, "total_videos": 0, "total_chunks": 1, "chunks_size": 1000, "fps": 10, "splits": { "train": "0:1" }, "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/HongzeFu/panda-demonstrations.tabularroboticsn<1K0 likes27 downloads1y agoHugging Face27rli14 /10132025_human_demonstrations_brownblackwoodenspoon_plaintableThis dataset was created using LeRobot. Dataset Structure meta/info.json: { "codebase_version": "v2.1", "robot_type": null, "total_episodes": 151, "total_frames": 15710,"total_tasks": 1, "total_videos": 0, "total_chunks": 1, "chunks_size": 1000, "fps": 30, "splits": { "train": "0:151" }, "data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet", "video_path": null, "features": {… See the full description on the dataset page: https://huggingface.co/datasets/rli14/10132025_human_demonstrations_brownblackwoodenspoon_plaintable.imagerobotics10K<n<100K0 likes27 downloads11mo agoHugging Face28skyyyyks /demonstration_glm52 demonstration_glm52 Hindsight reasoning-chain demonstrations for SDFT, written by GLM-5.2 on the training share of the swmbench/swmbench jin10_attributed_filtered_en_daily rolling 70/30 split. Each row is a prediction-market forecasting example; output_text is a worked reasoning chain that a skilled forecaster would have produced before knowing the outcome, ending in a residual bucket <answer>Bx</answer>. The writer was privately shown the realised move and instructed never to… See the full description on the dataset page: https://huggingface.co/datasets/skyyyyks/demonstration_glm52.tabulartext-generation1K<n<10K0 likes27 downloads8d agoHugging Face29rli14 /10132025_human_demonstrations_metalwoodspat_plaintable_pickThis dataset was created using LeRobot. Dataset Structure meta/info.json: { "codebase_version": "v2.1", "robot_type": null, "total_episodes": 155, "total_frames": 18807, "total_tasks": 1, "total_videos": 0, "total_chunks": 1, "chunks_size": 1000, "fps": 30, "splits": { "train": "0:155" }, "data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet", "video_path": null, "features": {… See the full description on the dataset page: https://huggingface.co/datasets/rli14/10132025_human_demonstrations_metalwoodspat_plaintable_pick.imagerobotics10K<n<100K0 likes26 downloads11mo agoHugging Face30rli14 /10052025_human_demonstrations_plaintableThis dataset was created using LeRobot. Dataset Structure meta/info.json: { "codebase_version": "v2.1", "robot_type": null, "total_episodes": 0, "total_frames": 0, "total_tasks": 0, "total_videos": 0, "total_chunks": 0, "chunks_size": 1000, "fps": 30, "splits": {}, "data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet", "video_path": null, "features": { "observation.image.ego_global": {… See the full description on the dataset page: https://huggingface.co/datasets/rli14/10052025_human_demonstrations_plaintable.imagerobotics10K<n<100K0 likes25 downloads1y agoHugging Face

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