datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
so101_gray_block_midvar_testThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
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"robot_type": "so101",
"total_episodes": 100,
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"fps": 30,
"splits": {
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},
"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/Jeevesh2009/so101_gray_block_midvar_test.so101_gray_block_pickup_testThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
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"robot_type": "so101",
"total_episodes": 50,
"total_frames": 11958,
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"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/Jeevesh2009/so101_gray_block_pickup_test.2025-Jee-Mains-Questionisl-isolated-40words
ISL Isolated Word Dataset (40 words)
Normalized isolated-sign video corpus for Indian Sign Language (ISL), built for Transformer / isolated SLR training.
642 H.264 MP4 clips
40 target glosses
Clips resized to height 480, ~30 FPS
Full per-clip provenance in metadata.csv
Vocabulary
hello, goodbye, thank you, sorry, please, yes, no, help, stop, okay, me, you, he, she, mother, father, brother, sister, friend, teacher, student, home, school, hospital, market, eat… See the full description on the dataset page: https://huggingface.co/datasets/Jeesitaj/isl-isolated-40words.so101_testThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
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"fps": 30,
"splits": {
"train": "0:2"
},
"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/Jeevesh2009/so101_test.so101_gray_block_lowvar_testThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
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"robot_type": "so101",
"total_episodes": 50,
"total_frames": 19795,
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},
"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/Jeevesh2009/so101_gray_block_lowvar_test.so101_new_testThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
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"robot_type": "so101",
"total_episodes": 2,
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"splits": {
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"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/Jeevesh2009/so101_new_test.so101_dummy1_testThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
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"total_episodes": 1,
"total_frames": 853,
"total_tasks": 1,
"total_videos": 2,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 50,
"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/Jeevesh2009/so101_dummy1_test.jee-exam-qnaomx_pick_bowl_20This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
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"robot_type": "omx_follower",
"total_episodes": 50,
"total_frames": 32076,
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"fps": 30,
"splits": {
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"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/Jee92/omx_pick_bowl_20.pick_and_placeThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
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"total_episodes": 10,
"total_frames": 8980,
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"fps": 30,
"splits": {
"train": "0:10"
},
"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/Jee92/pick_and_place.record-testThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
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"total_episodes": 3,
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"fps": 30,
"splits": {
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},
"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/Jee92/record-test.so101_dummy_testThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so101",
"total_episodes": 1,
"total_frames": 522,
"total_tasks": 1,
"total_videos": 2,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"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/Jeevesh2009/so101_dummy_test.slm-rl-colab-data2025-Jee-Mains-QuestionJeevesh2009_so101_gray_block_lowvar_test
SO101 Gray Block Lowvar Test TsFile
Apache TsFile edition of Jeevesh2009/so101_gray_block_lowvar_test, a LeRobot v2.1 SO101 dataset for picking up a gray block and placing it in a box. The numeric trajectories are stored in one table-model TsFile.
Source and attribution
Original author and repository owner: Madala Venkata Renu Jeevesh (Jeevesh2009).
License: Apache-2.0.
The source card does not provide a homepage, paper, or completed BibTeX citation.
Split:… See the full description on the dataset page: https://huggingface.co/datasets/THULab/Jeevesh2009_so101_gray_block_lowvar_test.Jeevesh2009_so101_gray_block_midvar_test
SO101 Gray Block Midvar Test TsFile
Apache TsFile edition of Jeevesh2009/so101_gray_block_midvar_test, a LeRobot v2.1 SO101 dataset for picking up a gray block and placing it in a box. The numeric trajectories are stored in one table-model TsFile.
Source and attribution
Original author and repository owner: Madala Venkata Renu Jeevesh (Jeevesh2009).
License: Apache-2.0.
The source card does not provide a homepage, paper, or completed BibTeX citation.
Split:… See the full description on the dataset page: https://huggingface.co/datasets/THULab/Jeevesh2009_so101_gray_block_midvar_test.agentfaildb
AgentFailDB
An open, fully-local benchmark of failure modes in multi-agent LLM systems —
750 execution traces from three frameworks (CrewAI, AutoGen,
LangGraph) run on a local Llama 3.1 8B model (via Ollama) at $0 API cost.
Relation to prior work
The canonical, human-validated taxonomy of multi-agent LLM failures is MAST —
Cemri et al., "Why Do Multi-Agent LLM Systems Fail?" (NeurIPS 2025). AgentFailDB does
not supersede or replace it; it is a fully-local… See the full description on the dataset page: https://huggingface.co/datasets/Jeevaa79/agentfaildb.eval_act_so100_laundryThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
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"total_episodes": 0,
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"data_files_size_in_mb": 100,
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"fps": 30,
"splits": {},
"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/Jeevan-HM/eval_act_so100_laundry.laundryThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
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"total_episodes": 20,
"total_frames": 22453,
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"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
"train": "0:20"
},
"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/Jeevan-HM/laundry.laundry_recalib20This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
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"robot_type": "so_follower",
"total_episodes": 10,
"total_frames": 10481,
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"fps": 30,
"splits": {
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},
"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/Jeevan-HM/laundry_recalib20.jeeran_semeval_2016_arabic_adaptation_coarse
Jeeran — SemEval-2016 Task 5 (Arabic) adaptation, coarse categories
The k-chirkunov/jeeran_semeval_2016_arabic_adaptation dataset with its 48 fine-grained Arabic aspect labels
collapsed onto 14 coarse families. Everything else — targets, character offsets,
polarity, the human-annotated spans, the train/test split — is carried over unchanged.
Contents
split
reviews
sentences
opinions
train
43,365
69,524
181,406
test
10,838
17,594
45,225
The… See the full description on the dataset page: https://huggingface.co/datasets/k-chirkunov/jeeran_semeval_2016_arabic_adaptation_coarse.metal_castingThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
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"total_episodes": 1,
"total_frames": 1368,
"total_tasks": 1,
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"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
"train": "0:1"
},
"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/Jeevan-HM/metal_casting.jee-advanced-skill-tags-2016-2023
JEE Advanced Skill-Tagged Questions (2016-2023)
110 JEE Advanced (Joint Entrance Examination, Advanced -- India's premier
engineering entrance exam) single-correct MCQ questions, 2016-2023, each
tagged with a five-category cognitive skill label (S1-S5: Direct Recall,
Conceptual Application, Multi-concept Integration, Quantitative Reasoning,
Elimination/Negation) using LLM-based annotation (llama-3.1-8b-instant via
Groq), plus topic/chapter/difficulty metadata.
Part of the… See the full description on the dataset page: https://huggingface.co/datasets/joyboseroy/jee-advanced-skill-tags-2016-2023.record-testThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
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"total_episodes": 50,
"total_frames": 26442,
"total_tasks": 1,
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"fps": 30,
"splits": {
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},
"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/Jeevan-HM/record-test.2025-Jee-Mains-Questionjee-questions-processed22025-Jee-Mains-Questionjossa-jee-mainpick_place_ip_cameraThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
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"robot_type": "so_follower",
"total_episodes": 50,
"total_frames": 31774,
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"fps": 30,
"splits": {
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},
"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/Jeevan-HM/pick_place_ip_camera.