datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
fineweb-atlas
FineWeb Atlas (v0.1)
FineWeb Atlas annotates 14.9 million FineWeb documents (95.5M chunks, 10.2B tokens) with 16,790 human-readable concepts spanning entities, topics, tones, and document types. Each chunk receives ~15 concept labels on average. The release includes chunk- and document-level annotations, a concept metadata table with prevalence stats, a reverse index for concept-first retrieval, and a packed cooccurrence matrix.
For background on how the atlas was built, see the… See the full description on the dataset page: https://huggingface.co/datasets/guidelabs/fineweb-atlas.open-materials-guide-2024
Open Materials Guide (OMG) Dataset
The OMG dataset is a collection of 17,000+ expert-verified synthesis recipes from open-access literature. It supports research in materials science and machine learning, enabling tasks such as raw materials prediction, synthesis procedure generation, and characterization outcome forecasting.
For more details, see our paper: Towards Fully-Automated Materials Discovery via Large-Scale Synthesis Dataset and Expert-Level LLM-as-a-Judge.
Key Features:… See the full description on the dataset page: https://huggingface.co/datasets/iknow-lab/open-materials-guide-2024.g1_hand_guide_valThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "Unitree_G1_Inspire",
"total_episodes": 8,
"total_frames": 3499,
"total_tasks": 1,
"total_videos": 8,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:8"
},
"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/JunnDooChoi/g1_hand_guide_val.qwen3-instruct-hard-problems-guidedguidebot_navigationThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "guidebot_client",
"total_episodes": 21,
"total_frames": 69640,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 30,
"splits": {
"train": "0:21"
},
"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/HarrisonLee24/guidebot_navigation.MedGuidelines-MCQA-8K-Final-Guidedg1_hand_guide_trainThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "Unitree_G1_Inspire",
"total_episodes": 24,
"total_frames": 8707,
"total_tasks": 1,
"total_videos": 24,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:24"
},
"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/JunnDooChoi/g1_hand_guide_train.hard-math-mix-guided-fulltabiji-travel-safety-guides
Tabiji Travel & Safety Guides
AI-curated travel data from tabiji.ai: destination profiles, day-by-day itineraries, head-to-head comparisons, safety profiles, country-level travel advisories, and city-level scam guides — sourced from Reddit, government advisories (US State Dept., UK FCDO), and editorial curation.
What's in here
Config
Records
Description
destinations
6,498
Global destination catalog: climate, currency, language, plug type, tap-water safety… See the full description on the dataset page: https://huggingface.co/datasets/tabiji/tabiji-travel-safety-guides.rheumatology_guidelines
Rheumatology Guidelines
documents: 127
chunks: 1843
portable search corpus: corpus/ plus search-corpus.tar.gz
sources: ACR Clinical Practice Guidelines, ACR Clinical Practice Guideline press releases, EULAR recommendations pages
pass-at-128-hard-omni-math-problems-self-correct-guidedkaggle-gpt4o-guided-en-oen-fr-bm-jp-zhhard-math-mix-guidedchess_masking_3This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "stationary",
"total_episodes": 104,
"total_frames": 51678,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 50,
"splits": {
"train": "0:104"
},
"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/sam-guided-vlas/chess_masking_3.scout_idx1024to2048_guided_branch_viz20
scout_idx1024to2048_guided_branch_viz20
A 20-row visualization sample of guided branch regenerations from
branch_walk/guided_branch.py. The parent scout run
(HerrHruby/scout_idx1024to2048_raw)
was annotated by trace_align
(HerrHruby/scout_idx1024to2048_trace_align)
to identify trajectories where the panel never found the reference proof
spine (verdict = partial or none). For each such trajectory,
guided_branch.py:
Samples a branch_start_layer in [divergence_layer, max_steps]… See the full description on the dataset page: https://huggingface.co/datasets/HerrHruby/scout_idx1024to2048_guided_branch_viz20.asia-owid-average-per-capita-vegetable-intake-vs-minimum-recommended-guidelines
Average Per Capita Vegetable Intake Vs Minimum Recommended Guidelines | Asia (Our World in Data)
🌏 2,441 observations · 47 Asia countries · 1961–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 2,441 observations of Average Per Capita Vegetable Intake Vs Minimum Recommended Guidelines data across 47 Asia countries, spanning 1961–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-average-per-capita-vegetable-intake-vs-minimum-recommended-guidelines.africa-morocco-annuaire-des-guides-touristiques-c78482e5
Annuaire Des Guides Touristiques | Africa (Morocco Open Data)
5,529 rows - 1 Africa country/area - time not specified - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 5,529 rows from Morocco Open Data, covering Annuaire Des Guides Touristiques. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Transport… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-morocco-annuaire-des-guides-touristiques-c78482e5.africa-morocco-liste-des-guides-et-manuels-f1d0ab81
Liste Des Guides Et Manuels | Africa (Morocco Open Data)
52 rows - 1 Africa country/area - time not specified - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 52 rows from Morocco Open Data, covering Liste Des Guides Et Manuels. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Official statistics… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-morocco-liste-des-guides-et-manuels-f1d0ab81.fongbe-guide-lexique
Lexique Fongbe - Guide du Stagiaire (Peace Corps Benin)
Description
Ce dataset contient 1784 entrees lexicales et phrases en fongbe (Fon),
avec traduction francaise, extraites des lecons 5 a 14 du "Guide du Stagiaire
en Fon", un manuel d'apprentissage linguistique developpe pour les volontaires
du Peace Corps au Benin.
Chaque entree est categorisee par lecon et theme (marche, sante, orientation,
activites quotidiennes, saisons, invitations, sentiments, urgences).… See the full description on the dataset page: https://huggingface.co/datasets/wachinou/fongbe-guide-lexique.asia-owid-average-per-capita-fruit-intake-vs-minimum-recommended-guidelines
Average Per Capita Fruit Intake Vs Minimum Recommended Guidelines | Asia (Our World in Data)
🌏 2,441 observations · 47 Asia countries · 1961–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 2,441 observations of Average Per Capita Fruit Intake Vs Minimum Recommended Guidelines data across 47 Asia countries, spanning 1961–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic:… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-average-per-capita-fruit-intake-vs-minimum-recommended-guidelines.africa-owid-is-antibiotic-use-in-livestock-above-global-guidelines
Is Antibiotic Use In Livestock Above Global Guidelines | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: agriculture_food - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-is-antibiotic-use-in-livestock-above-global-guidelines.essays-gpt4o-guided-en-fr-bm-jp-zhnlp-1This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "stationary",
"total_episodes": 140,
"total_frames": 68316,
"total_tasks": 113,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 50,
"splits": {
"train": "0:140"
},
"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/sam-guided-vlas/nlp-1.nlp-2This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "stationary",
"total_episodes": 81,
"total_frames": 39789,
"total_tasks": 69,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 50,
"splits": {
"train": "0:81"
},
"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/sam-guided-vlas/nlp-2.nlp-3This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "stationary",
"total_episodes": 53,
"total_frames": 34046,
"total_tasks": 52,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 50,
"splits": {
"train": "0:53"
},
"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/sam-guided-vlas/nlp-3.africa-owid-average-per-capita-fruit-intake-vs-minimum-recommended-guidelines
Average Per Capita Fruit Intake Vs Minimum Recommended Guidelines | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: other_unclassified - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-average-per-capita-fruit-intake-vs-minimum-recommended-guidelines.nlp-miss-grasp-3This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "stationary",
"total_episodes": 65,
"total_frames": 26885,
"total_tasks": 52,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 50,
"splits": {
"train": "0:65"
},
"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/sam-guided-vlas/nlp-miss-grasp-3.nlp-4This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "stationary",
"total_episodes": 20,
"total_frames": 11751,
"total_tasks": 20,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 50,
"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/sam-guided-vlas/nlp-4.nlp-5This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "stationary",
"total_episodes": 28,
"total_frames": 22481,
"total_tasks": 28,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
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"fps": 50,
"splits": {
"train": "0:28"
},
"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/sam-guided-vlas/nlp-5.nlp-6This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "stationary",
"total_episodes": 28,
"total_frames": 12847,
"total_tasks": 28,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 50,
"splits": {
"train": "0:28"
},
"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/sam-guided-vlas/nlp-6.