datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
gridsight-bronzeopf_small_case10000_gocopf_small_case2000_goc
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opf_small_case57_ieee
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gridsopf_small_case14_ieee
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opfdata_case2000_gocopf_small_case30_ieee
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opfdata_case30_ieeeopf_small_case500_goc
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pf_small_case2000_goc
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opf_small_case118_ieee
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reproducibility-datakit-technical-reportSampled parquet for the gridfm-datakit technical report diversity plots.
How to reproduce: scripts/datakit_report/README.md on branch genco-paper-repro.
opfdata_case118_ieeepf_small_case57_ieee
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pf_small_case30_ieee
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pf_small_case500_goc
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pf_small_case1354_pegase
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opfdata_case500_gocopfdata_case14_ieeepf_small_case14_ieee
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pf_small_case118_ieee
Data download through hfApi
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speculate_cv_bl_grid_v87f
COMING SOON!!
If publishing with this dataset, please cite the dataset with the attached DOI above AND use the Speculate Github repository citation (follow the GitHub link):
Wallis et al. 2026 (in prep) Speculate: A synthetic spectral library, emulator and fitting package for accretion disc winds -- Infrastructure and application to CVsSPECULATE REPO: https://github.com/sirocco-rt/speculate
Matthews et al. 2024 SIROCCO: a publicly available Monte Carlo ionization and radiative… See the full description on the dataset page: https://huggingface.co/datasets/Sirocco-rt/speculate_cv_bl_grid_v87f.osm-power-grid
OSM Global Power Grid
Global electricity infrastructure extracted from OpenStreetMap,
converted to Parquet for analysis and ML use. Snapshot date: 2026-03-29.
Usage
import pandas as pd
edges = pd.read_parquet("hf://datasets/GridGrapher/osm-power-grid/processed/transmission/power_grid_edges.parquet")
License
OpenStreetMap contributors, ODbL.
Files
Path
Description
raw/power_ways.parquet
All OSM ways tagged power=*… See the full description on the dataset page: https://huggingface.co/datasets/GridGrapher/osm-power-grid.nekopara-speech
Nekopara Audio Dataset
Dataset Description
This dataset contains audio samples and associated metadata from the Nekopara visual novel series, covering volumes 0-4 and extra content.
Features
Feature Name
Type
Description
character_name
string
Name of the character speaking
volume
string
Game volume the audio is from (extra, vol0, vol1, vol2, vol3, vol4)
audio
Audio
Audio sample (44.1 kHz sampling rate)
voice_file
string
Original filename of the… See the full description on the dataset page: https://huggingface.co/datasets/grider-transwithai/nekopara-speech.aops_forum_griddlr_sara_grid_clampThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.0",
"robot_type": "unknown",
"total_episodes": 107,
"total_frames": 7622,
"total_tasks": 1,
"total_videos": 107,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 5,
"splits": {
"train": "0:107"
},
"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/lerobot/dlr_sara_grid_clamp.easyr1-114k-hard-qwen7b-easy-gta1-4MP-nores-jedi-fix-synced-aug-jitter-coord-grid
easyr1-114k-hard-qwen7b-easy-gta1-4MP-nores-jedi-fix-synced-aug-jitter-coord-grid
Augmented version of easyr1-114k-hard-qwen7b-easy-gta1-4MP-nores-jedi-fix-synced-aug-jitter with a fixed 100px coordinate grid overlay.
Each image is overlaid with vertical and horizontal grid lines every 100
pixels at native resolution. Major ticks (every 1 steps)
are emphasized and axis labels show pixel values to help models localize
precise coordinates.
Summary
Generated on:… See the full description on the dataset page: https://huggingface.co/datasets/mlfoundations-cua-dev/easyr1-114k-hard-qwen7b-easy-gta1-4MP-nores-jedi-fix-synced-aug-jitter-coord-grid.us-grid-hourly-power-plants-dataset
US Grid Hourly Operations & Power Plants (EIA)
Hourly US electric-grid demand, generation, fuel mix and interchange from the official EIA grid monitor, joined with the EIA-860/923 power-plant master library.
Part of the DataForge Open Data program — full production
packages, free for academic and personal use. Canonical dataset page:
https://data.zalize.com/datasets/us-grid-hourly-power-plants-dataset
Package inventory (original bundles, served from CDN)… See the full description on the dataset page: https://huggingface.co/datasets/zalizedata/us-grid-hourly-power-plants-dataset.GridVQA-3K