datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
real-toxicity-prompts
Dataset Card for Real Toxicity Prompts
Dataset Summary
RealToxicityPrompts is a dataset of 100k sentence snippets from the web for researchers to further address the risk of neural toxic degeneration in models.
Languages
English
Dataset Structure
Data Instances
Each instance represents a prompt and its metadata:
{
"filename":"0766186-bc7f2a64cb271f5f56cf6f25570cd9ed.txt",
"begin":340,
"end":564,
"challenging":false… See the full description on the dataset page: https://huggingface.co/datasets/allenai/real-toxicity-prompts.real-or-fake-fake-jobposting-predictionreal-or-fake-fake-jobposting-predictionreal-or-fake-fake-jobposting-predictionomy_f3m_motor_feedback_vla_probe_rock_real_left_probe_rightThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "omy_f3m_motor_feedback",
"total_episodes": 20,
"total_frames": 10481,
"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",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/jyLee0111/omy_f3m_motor_feedback_vla_probe_rock_real_left_probe_right.real-or-fake-fake-jobposting-predictionhs3-prompt-pool-topic-judged
hs3 prompt pool — topic-judged for quirk-orthogonal subliminal training
Prompts only (no completions). Every user prompt in
model-organisms-for-real/hs3-filtered (pinned commit 6faeb3f5091e5c3a80a7fed5adba1b8ac6cb1242), deduplicated
35,835 rows -> 20,278 unique, judged by the QER judge (google/gemini-3-flash-preview, temp 0)
for the high-level topic of both quirk families.
Why
Subliminal-learning students must train on prompts that are orthogonal to the quirk —… See the full description on the dataset page: https://huggingface.co/datasets/model-organisms-for-real/hs3-prompt-pool-topic-judged.philippines-real-estate-market-prices
Philippines Real Estate Market Prices
Monthly market aggregates for residential real estate across the Philippines — median and percentile price per square meter (₱/m²), inventory levels, days-on-market, listing quality, and month-over-month / year-over-year price dynamics.
Generated: 2026-09-01
Derived from a continuous listings-monitoring pipeline. This is not a listing dump — no individual listings, URLs, titles, photos, portal identifiers, or agent/seller PII are included.… See the full description on the dataset page: https://huggingface.co/datasets/covaga/philippines-real-estate-market-prices.omy_f3m_motor_feedback_vla_probe_rock_real_right_probe_leftThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "omy_f3m_motor_feedback",
"total_episodes": 17,
"total_frames": 10190,
"total_tasks": 1,
"total_videos": 34,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:17"
},
"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/jyLee0111/omy_f3m_motor_feedback_vla_probe_rock_real_right_probe_left.omy_f3m_motor_feedback_vla_probe_rock_real_right_probe_rightThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "omy_f3m_motor_feedback",
"total_episodes": 30,
"total_frames": 16552,
"total_tasks": 1,
"total_videos": 60,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"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/jyLee0111/omy_f3m_motor_feedback_vla_probe_rock_real_right_probe_right.omy_f3m_motor_feedback_vla_place_banana_milk_real_right_probe_rightThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "omy_f3m_motor_feedback",
"total_episodes": 20,
"total_frames": 6584,
"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",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/jyLee0111/omy_f3m_motor_feedback_vla_place_banana_milk_real_right_probe_right.valoris-french-real-estate-prices
French Real Estate Prices — VALORIS Observatory
Aggregated real estate median prices (€/m²) computed from the French open data source DVF (Demandes de Valeurs Foncières) published by DGFiP.
Covers 93 departments and their communes of metropolitan France (excluding Alsace-Moselle departments 57, 67, 68 — local Livre Foncier system).
🔗 Interactive visualization & drill-down: valoris-immo.fr/observatoire
🏠 Publisher homepage: valoris-immo.fr
📊 Dataset Overview… See the full description on the dataset page: https://huggingface.co/datasets/VALORISIMMO/valoris-french-real-estate-prices.omy_f3m_motor_feedback_vla_place_banana_milk_real_right_probe_leftThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "omy_f3m_motor_feedback",
"total_episodes": 20,
"total_frames": 7554,
"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",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/jyLee0111/omy_f3m_motor_feedback_vla_place_banana_milk_real_right_probe_left.asia-food-prices-laos-people-s-democratic-republic-real-ti
Lao People's Democratic Republic - Real Time Prices
Publisher: World Bank Group · Source: HDX · License: cc-by · Updated: 2026-05-01
Abstract
Real Time Prices (RTP) is a live dataset compiled and updated weekly by the World Bank Development Economics Data Group (DECDG) using a combination of direct price measurement and Machine Learning estimation of missing price data. The historical and current estimates are based on price information gathered from the World Food… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-food-prices-laos-people-s-democratic-republic-real-ti.Philippines-Real-Estate-Asking-Prices
Philippines Real Estate Asking Prices
241,496 de-identified property listings with asking prices in Philippine pesos (₱), covering condos, houses, lots and commercial property across 17 regions.
This is a tabular housing-market dataset for the Philippines — useful for price-per-square-meter analysis, city comparisons, geospatial EDA, affordability research, and regression baselines.
These are asking prices from public listings, not closed / transaction / sold prices. They are… See the full description on the dataset page: https://huggingface.co/datasets/covaga/Philippines-Real-Estate-Asking-Prices.privacy-preserving-real-world-human-motion-sample
Privacy-Preserving Real-World Human Motion Sample
A market-validation sample of anonymous 2D skeleton/pose observations derived from a real-world indoor CCTV stream.
Why this sample exists
We are validating demand for continuously collected, privacy-oriented real-world human-motion data before expanding to multi-camera releases.
Current public sample
750 public observations
derived pose/skeleton data
anonymous track identifiers
no raw RGB video
no… See the full description on the dataset page: https://huggingface.co/datasets/Ragab-Adel/privacy-preserving-real-world-human-motion-sample.a1_code_primeintellect_real_world_swe_eval_636d
mlfoundations-dev/a1_code_primeintellect_real_world_swe_eval_636d
Precomputed model outputs for evaluation.
Evaluation Results
Summary
Metric
AIME24
AMC23
MATH500
MMLUPro
JEEBench
GPQADiamond
LiveCodeBench
CodeElo
CodeForces
Accuracy
12.3
52.2
72.4
24.4
36.3
38.6
15.9
7.8
8.4
AIME24
Average Accuracy: 12.33% ± 1.42%
Number of Runs: 10
Run
Accuracy
Questions Solved
Total Questions
1
23.33%
7
30
2
10.00%
3
30
3
10.00%
3… See the full description on the dataset page: https://huggingface.co/datasets/mlfoundations-dev/a1_code_primeintellect_real_world_swe_eval_636d.bimanual_laundry_so101_1029_realThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "bi_so100_follower",
"total_episodes": 50,
"total_frames": 38460,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"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/pranavsaroha/bimanual_laundry_so101_1029_real.real-toxicity-prompts-liteThis is a fork of the original RealToxicityPrompts dataset that contains a much smaller subset of the 100k prompts.
Subsets:
50_pct: This subset contains all the challenging prompts + 50% of the full RealToxicityPrompts size sampled from the other prompts.
10_pct: This subset contains all the challenging prompts + 10% of the full RealToxicityPrompts size sampled from the other prompts.
Please refer to the original dataset for the Dataset Card.
africa-guinea-bissau-guinea-bissau-real-time-prices-a9564e20
Guinea-Bissau - Real Time Prices | Africa (Guinea-Bissau official open data)
428,418 rows - 1 Africa country - 2007-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Guinea-Bissau as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Guinea-Bissau - Real Time Prices… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-guinea-bissau-guinea-bissau-real-time-prices-a9564e20.africa-madagascar-madagascar-real-time-prices-fff6bc5a
Madagascar - Real Time Prices | Africa (Madagascar official open data)
875,131 rows - 1 Africa country - 2007-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Madagascar as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Madagascar - Real Time Prices
Publisher: World… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-madagascar-madagascar-real-time-prices-fff6bc5a.africa-guinea-bissau-guinea-bissau-real-time-prices-8a3eb510
Guinea-Bissau - Real Time Prices | Africa (Guinea-Bissau official open data)
176,753 rows - 1 Africa country - 2007-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Guinea-Bissau as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Guinea-Bissau - Real Time Prices… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-guinea-bissau-guinea-bissau-real-time-prices-8a3eb510.updated-real-toxicity-promptsafrica-cameroon-cameroon-real-time-prices-abb97e42
Cameroon - Real Time Prices | Africa (Cameroon official open data)
176,182 rows - 1 Africa country - 2007-2026 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Cameroon as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Cameroon - Real Time Prices
Publisher: World Bank… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cameroon-cameroon-real-time-prices-abb97e42.real-property-transactions-russia-2024-2026
Real property transactions (Russia), 2024–2026
This dataset release is a single CSV of Russian real property transaction / sale records assembled for research on regional markets (period centred on 2024–2026 as indicated by source extracts).
Contents
File: real_property_deals_russia_2024-2026.csv
Format: UTF-8 CSV with comma-separated columns; fields that contain commas or other punctuation are quoted per RFC 4180-style CSV rules used during export from Excel sources.… See the full description on the dataset page: https://huggingface.co/datasets/Cyrill-Murashev/real-property-transactions-russia-2024-2026.eval_groot-vials_rackleft_real_fix_processor_0114_bs32_ah8This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so101_follower",
"total_episodes": 5,
"total_frames": 3839,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
"train": "0:5"
},
"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/sreetz-nv/eval_groot-vials_rackleft_real_fix_processor_0114_bs32_ah8.africa-nigeria-real-time-prices
Nigeria - Real Time Prices | Africa (original)
Size category: 10K<n<100K - Formats: parquet - Sector: humanitarian_development - 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.
What This Dataset Covers
Public datasets help analysts inspect… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-nigeria-real-time-prices.eval_pi05_squishrecordv3_mult_real_1225This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so100_follower",
"total_episodes": 1,
"total_frames": 2473,
"total_tasks": 1,
"chunks_size": 1000,
"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/pranavsaroha/eval_pi05_squishrecordv3_mult_real_1225.eval_dit_posttrainv2_clare_dit_cond_proj_real_2_on_real_0_seed1000This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "franka",
"total_episodes": 10,
"total_frames": 1949,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 1,
"video_files_size_in_mb": 1,
"fps": 15,
"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/continuallearning/eval_dit_posttrainv2_clare_dit_cond_proj_real_2_on_real_0_seed1000.africa-somalia-somalia-real-time-prices-7dccee22
Somalia Real Time Prices | Africa (World Bank Group)
94,165 rows - 1 Africa country/area - 2007-2026 - 9 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 94,165 rows from World Bank Group, covering Somalia Real Time Prices. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Agriculture datasets help analysts… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-somalia-somalia-real-time-prices-7dccee22.