datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
windtunnel-20k
Wind Tunnel Dataset
The Wind Tunnel Dataset contains 19,812 OpenFOAM simulations of 1,000 unique automobile-like objects placed in a virtual wind tunnel measuring 20 meters long, 10 meters wide, and 8 meters high.
Each object was tested under 20 different conditions: 4 random wind speeds ranging from 10 to 50 m/s, and 5 rotation angles (0°, 180° and 3 random angles).
The object meshes were generated using Instant Mesh based on images sourced from the Stanford Cars Dataset. To… See the full description on the dataset page: https://huggingface.co/datasets/inductiva/windtunnel-20k.solar-wind
Real-Time Solar Wind (DSCOVR/ACE)
Credit: NASA
Part of a dataset collection on Hugging Face.
Dataset description
Real-time solar wind plasma and magnetic field measurements from the DSCOVR and ACE spacecraft at the L1 Lagrange point, via NOAA SWPC. Updated daily.
The solar wind is a continuous stream of charged particles flowing from the Sun. Its speed, density, and magnetic field orientation (especially Bz) are the primary drivers of geomagnetic storms.… See the full description on the dataset page: https://huggingface.co/datasets/juliensimon/solar-wind.extreme_randomization_6_brick_03This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "ur5_wsg50_lego_atomic_step",
"total_episodes": 2108,
"total_frames": 419545,
"total_tasks": 1,
"total_videos": 4216,
"total_chunks": 3,
"chunks_size": 1000,
"fps": 20,
"splits": {
"train": "0:2108"
},
"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/extreme_randomization_6_brick_03.scripted_atomic_train_frac_0.3_large_goal_annotationThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "ur5_wsg50_lego_atomic_step",
"total_episodes": 664,
"total_frames": 116214,
"total_tasks": 1,
"total_videos": 0,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 20,
"splits": {
"train": "0:664"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path": null… See the full description on the dataset page: https://huggingface.co/datasets/windfromthenorth/scripted_atomic_train_frac_0.3_large_goal_annotation.scripted_atomic_step_pose_0.6This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "ur5_wsg50_lego_atomic_step",
"total_episodes": 955,
"total_frames": 159935,
"total_tasks": 1,
"total_videos": 0,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 20,
"splits": {
"train": "0:955"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path": null… See the full description on the dataset page: https://huggingface.co/datasets/windfromthenorth/scripted_atomic_step_pose_0.6.scripted_atomic_step_train_frac0.3_large_imageThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "ur5_wsg50_lego_atomic_step",
"total_episodes": 664,
"total_frames": 116214,
"total_tasks": 1,
"total_videos": 1328,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 20,
"splits": {
"train": "0:664"
},
"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/scripted_atomic_step_train_frac0.3_large_image.bnci-windows
EEG Dataset
This dataset was created using braindecode, a library for deep learning with EEG/MEG/ECoG signals.
Dataset Information
Number of recordings: 1
Number of channels: 26
Sampling frequency: 250.0 Hz
Data type: Windowed (from Epochs object)
Number of windows: 48
Total size: 0.04 MB
Storage format: zarr
Usage
To load this dataset:
from braindecode.datasets import BaseConcatDataset
# Load dataset from Hugging Face Hub
dataset =… See the full description on the dataset page: https://huggingface.co/datasets/Kkuntal990/bnci-windows.narrow_03_imageThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "ur5_wsg50_lego_atomic_step",
"total_episodes": 664,
"total_frames": 116214,
"total_tasks": 1,
"total_videos": 1328,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 20,
"splits": {
"train": "0:664"
},
"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/narrow_03_image.reddit_finance_43_250k
reddit finance 43 250k
reddit_finance_43_250k is a collection of 250k post/comment pairs from 43 financial, investing and crypto subreddits. Post must have all been text, with a length of 250chars, and a positive score. Each subreddit is narrowed down to the 70th qunatile before being mergered with their top 3 comments and than the other subs. Further score based methods are used to select the top 250k post/comment pairs.
The code to recreate the dataset is here:… See the full description on the dataset page: https://huggingface.co/datasets/winddude/reddit_finance_43_250k.codenet_pythonThis is dataset is extracted from CodeNet, python only.
I merged the data into one single table, including metadata, problem description, test input output.
small: accepted status only
big: all status, including accepted
bnci-windows-test
EEG Dataset
This dataset was created using braindecode, a library for deep learning with EEG/MEG/ECoG signals.
Dataset Information
Number of recordings: 1
Number of channels: 26
Sampling frequency: 250.0 Hz
Data type: Windowed (from Epochs object)
Number of windows: 48
Total size: 0.04 MB
Storage format: zarr
Usage
To load this dataset:
from braindecode.datasets import BaseConcatDataset
# Load dataset from Hugging Face Hub
dataset =… See the full description on the dataset page: https://huggingface.co/datasets/Kkuntal990/bnci-windows-test.puslscripted_atomic_step_train_frac0.3_large_blindThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "ur5_wsg50_lego_atomic_step",
"total_episodes": 664,
"total_frames": 116214,
"total_tasks": 1,
"total_videos": 0,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 20,
"splits": {
"train": "0:664"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path": null… See the full description on the dataset page: https://huggingface.co/datasets/windfromthenorth/scripted_atomic_step_train_frac0.3_large_blind.nve-windpower-data
Dataset: NVE Wind Power Generation Data
This is a restructured dataset of NVE open wind power generation data.
It consists of three csv files:
nve-windpower-metadata.csv: It contains meta data for the wind parks.
nve-windpower-metadata-extended.csv: It contains meta data for every wind turbine of the wind parks.
nve-windpower-timeseries.csv: It contains the power generation time series for every wind park with hourly resolution.
🌍 Click here to view the interactive map
omni-solar-wind-parameters
OMNI Hourly Solar Wind Parameters
Credit: NASA
Part of a dataset collection on Hugging Face.
Dataset description
Merged hourly near-Earth solar wind magnetic field, plasma, energetic particle parameters combined with geomagnetic and solar activity indices from NASA's OMNI dataset. The master bridge dataset for space weather analysis -- it time-aligns IMF, solar wind, and geomagnetic response in a single file.
The OMNI dataset from NASA's Goddard Space… See the full description on the dataset page: https://huggingface.co/datasets/juliensimon/omni-solar-wind-parameters.wooden_window_factory_01_enriched_v2
Real industrial data, AI-ready for Physical AI
ORION WWF1 – Certified Sample Pack v2.0 (Enriched)
Version
Status
Sector
Pipeline
v2.0-Enriched
🟢 Level 3 Certified
Industrial-Manufacturing
Orion Unified V5.2
🌟 The Evolution: Beyond Anonymization
The ORION WWF1 v2.0 Enriched pack represents the professional evolution of our baseline industrial dataset. While previous versions focused on privacy-first anonymization, v2.0 transforms raw video… See the full description on the dataset page: https://huggingface.co/datasets/Orion-The-Lab/wooden_window_factory_01_enriched_v2.wind-and-solar-candidate-olmoearth-segmentation
OlmoEarth v1.2-ready renewable energy dataset
Derived cook 20260830T191500Z from pinned source 2c551f58998cd25554ea679148b21a9c701b51db.
The branch uses no train/validation/test split. Every accepted row is tagged all.
Accepted imagery rows: 12649
Quality-unavailable rows: 4
Release mode: partial with documented quality-unavailable exclusions
Clearest-available quality fallbacks: 4
Sentinel-2 L2A: uint16 [12,1,128,128]
Band order: B02,B03,B04,B08,B05,B06,B07,B8A,B11,B12,B01,B09… See the full description on the dataset page: https://huggingface.co/datasets/sarkarghya/wind-and-solar-candidate-olmoearth-segmentation.creativemath_fullscripted_atomic_step_train_frac0.2_largeThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "ur5_wsg50_lego_atomic_step",
"total_episodes": 512,
"total_frames": 107566,
"total_tasks": 1,
"total_videos": 1024,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 20,
"splits": {
"train": "0:512"
},
"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/scripted_atomic_step_train_frac0.2_large.craft-multiturn-actions-split-nothinkwindtunnel
WindTunnel
WindTunnel measures WebMCP—a website exposing its own callable tools—against three screen-driving interface classes: screenshots (computer use), page structure (accessibility tree, DOM plus vision, and ultrafast DOM controls), and code execution (the model writes Playwright code against the page; OpenAI's recommended mode for GPT-6 Astra). The canonical run uses the same 49 tasks on the same eight pinned, self-hosted open-source applications for 21 model/interface… See the full description on the dataset page: https://huggingface.co/datasets/nekuda/windtunnel.nvfp4-mtp-survey
Do Qwen3.8-27B NVFP4 repos actually ship a working MTP draft head?
A static survey of every NVFP4 quantization of Qwen3.8-27B and its finetunes that I could find
on the Hugging Face Hub, last run on 2026-08-24 (Rev 4) with
nvfp4_mtp_audit.py. Raw output: results.json.
I ran this to check a claim I had made in public, and the claim did not survive. The correction
is the first section, because it is the most important result here.
Revision history — read this, it is… See the full description on the dataset page: https://huggingface.co/datasets/windowsxp811203/nvfp4-mtp-survey.multilibero_8_testrelabel2This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "panda",
"total_episodes": 393,
"total_frames": 58253,
"total_tasks": 9,
"total_videos": 0,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 10,
"splits": {
"train": "0:393"
},
"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/multilibero_8_testrelabel2.vestasv52-scada-windturbine-granadaDesigned and generated by https://simulatexp.dev
Vestas V52 Wind Turbine SCADA Synthetic Dataset - Granada Peri-Urban Installation
This synthetic dataset contains comprehensive SCADA (Supervisory Control and Data Acquisition) data simulating a Vestas V52 wind turbine operating in a peri-urban environment in Granada, Spain. The dataset captures 40,000 one-minute aggregated sensor readings across 24 parameters, simulating realistic operational conditions and fault scenarios for… See the full description on the dataset page: https://huggingface.co/datasets/vossmoos/vestasv52-scada-windturbine-granada.wind-turbine-scada-data-for-early-fault-detection
Wind Turbine SCADA Data For Early Fault Detection
About the Dataset
This dataset, originally published as "CARE to Compare: Wind Turbine Anomaly Detection Dataset," contains real-world SCADA data from wind turbines. It is designed for testing and developing anomaly detection algorithms for wind energy systems.
Dataset Overview
Duration: 89 years of cumulative operating data
Turbines: 36 wind turbines across 3 wind farms
Datasets: 95 total datasets
44 contain… See the full description on the dataset page: https://huggingface.co/datasets/kevykibbz/wind-turbine-scada-data-for-early-fault-detection.fabric_winding_4camThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "humanoid_upper_body",
"total_episodes": 115,
"total_frames": 188387,
"total_tasks": 1,
"total_videos": 460,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:115"
},
"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/axiboai/fabric_winding_4cam.wind_solar_datasetwire_windingThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.0",
"robot_type": "bi_ur5",
"total_episodes": 82,
"total_frames": 22414,
"total_tasks": 1,
"total_videos": 246,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:82"
},
"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/garySue/wire_winding.craft-multiturn-actions-splitputusan-windowed-extraction
Putusan windowed line-anchored extraction dataset (Plan B)
Built 2026-07-09T13:01:27+00:00 by notebooks/build_windowed_dataset.py from the
legacy Haeryz/putusan-structured-extraction dataset (same documents, same
leakage-safe purpose/split assignment, seed 3407).
Each legacy document row (~34K tokens median — longer than a 32K context)
is re-expressed as overlapping line-numbered windows of <= 6400
content tokens (measured with Qwen/Qwen3.5-9B; fits a
max_seq_length of 8192 with… See the full description on the dataset page: https://huggingface.co/datasets/Haeryz/putusan-windowed-extraction.