datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
smol-worldcup
🏟️ Smol AI WorldCup — SHIFT Benchmark
The world's first 5-axis evaluation framework for small language models.
Not just "how smart?" — but "how honest? how fast? how small? how efficient?"
🏟️ Leaderboard
huggingface.co/spaces/ginigen-ai/smol-worldcup
📊 Dataset
huggingface.co/datasets/ginigen-ai/smol-worldcup
🏅 ALL Bench
huggingface.co/spaces/FINAL-Bench/all-bench-leaderboard
🏆 Official Ranking: WCS (WorldCup Score)
WCS = √( SHIFT × PIR_norm )… See the full description on the dataset page: https://huggingface.co/datasets/ginigen-ai/smol-worldcup.GDPa1
GDPa1: Antibody developability dataset
Contains the assay data for 242 antibodies across 10 assays as described in our latest preprint, PROPHET-Ab: A high-throughput platform for biophysical antibody developability assessment to enable AI/ML model training.
Example usage
Using pandas:
import pandas as pd
# Login using e.g. `huggingface-cli login` to access this dataset
df = pd.read_csv("hf://datasets/ginkgo-datapoints/GDPa1/GDPa1_v1.2_20250814.csv")
Using Hugging… See the full description on the dataset page: https://huggingface.co/datasets/ginkgo-datapoints/GDPa1.LongBench
LongBench
Dataset Summary
LongBench is a bilingual, multitask benchmark for evaluating long-context understanding in large language models. It covers long-text application scenarios including single-document question answering, multi-document question answering, summarization, few-shot learning, synthetic long-context tasks, and code completion.
This Hugging Face dataset repository repackages locally downloaded LongBench JSONL files into a clean, typed, data-only… See the full description on the dataset page: https://huggingface.co/datasets/GinkgoQ/LongBench.GDPx4
GDPx4
GDPx4 Functional Genomics Dataset: DRUG-seq chemical perturbation in engineered HEK293 cells.
Experimental Design
Experiments were performed in a 384-well format assay using engineered HEK293 cells. 406 library compounds were tested at 6 concentrations (0.03, 0.1, 0.3, 1, 3, 10 µM) using two replicates for each concentration. DMSO was used as an inert control added at matched volumes. Brefeldin A, Rigosertib, and Trichostatin A were used as transcriptional positive… See the full description on the dataset page: https://huggingface.co/datasets/ginkgo-datapoints/GDPx4.vn-provinces-gini
Vietnam Gini coefficient
Vietnam Gini coefficient. Geographic labels are English (UN/GSO style ASCII romanization). Tables cover provinces, regions and national total where present. Province names follow ar_core.vn_geo (historical 63-province system).
Figures
Hero
Comparison
Color key
Files
provinces (441 rows)
data/provinces.csv
data/provinces.dta
data/provinces.xlsx
regions (42 rows)
data/regions.csv
data/regions.dta
data/regions.xlsx… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-gini.finewiki
This is an updated and better extracted version of the wikimedia/Wikipedia dataset originally released in 2023. We carefully parsed Wikipedia HTML dumps from August of 2025 covering 325 languages.
This dataset:
fully renders templates as it was extracted from HTML and not markdown dumps
removes redirects, disambiguation, and other non main article pages
includes detailed metadata such as page ID, title, last modified date, wikidate ID, version and markdown version of the textpreserves… See the full description on the dataset page: https://huggingface.co/datasets/ginipick/finewiki.GDPx2
GDPx2
GDPx2 Functional Genomics Dataset: DRUG-seq + Chemical Perturbation in 4 Primary Cell Types. This dataset contains the supplementary data for the bioRxiv preprint "Mapping the Transcriptional Landscape of Drug Responses in Primary Human Cells Using High-Throughput DRUG-seq".
Experimental Design
Experiments were performed in a 384-well format assay. Four primary human cell lines were used: aortic smooth muscle cells, skeletal myoblasts, dermal fibroblasts… See the full description on the dataset page: https://huggingface.co/datasets/ginkgo-datapoints/GDPx2.cat_in_right_cup_20260920_034029This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/ginjae/cat_in_right_cup_20260920_034029.test-250817-1545This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so101_follower",
"total_episodes": 2,
"total_frames": 664,
"total_tasks": 1,
"total_videos": 4,
"total_chunks": 1,
"chunks_size": 1000,
"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/GinoGinetti34/test-250817-1545.cup_in_cup_20260920_034837This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/ginjae/cup_in_cup_20260920_034837.test-250717-2058This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so101_follower",
"total_episodes": 39,
"total_frames": 15060,
"total_tasks": 1,
"total_videos": 78,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:39"
},
"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/GinoGinetti34/test-250717-2058.move_cup_20260920_033010This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/ginjae/move_cup_20260920_033010.test-250719-1218This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so101_follower",
"total_episodes": 2,
"total_frames": 668,
"total_tasks": 1,
"total_videos": 2,
"total_chunks": 1,
"chunks_size": 1000,
"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/GinoGinetti34/test-250719-1218.africa-owid-life-expectancy-versus-gini-lifespan-inequality
Life Expectancy Versus Gini Lifespan Inequality | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: demographics_social - 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-life-expectancy-versus-gini-lifespan-inequality.cat_in_right_cup_20260921_214025This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/ginjae/cat_in_right_cup_20260921_214025.GDPx1
GDPx1
GDPx1 Functional Genomics Dataset: DRUG-seq + Chemical Perturbation in A549 Cells
Experimental Design
The Library of Pharmacologically Active Compounds (LOPAC 1280), containing 1,264 compounds, was tested at two concentrations (100 nM and 1000 nM) using four technical replicates in A549 cells (a human lung carcinoma epithelial cell line). DMSO was used as an inert control, and Digitonin as a transcriptional control. This generated 28 384-well plates that were… See the full description on the dataset page: https://huggingface.co/datasets/ginkgo-datapoints/GDPx1.test-250718-0006This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so101_follower",
"total_episodes": 7,
"total_frames": 2449,
"total_tasks": 1,
"total_videos": 14,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:7"
},
"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/GinoGinetti34/test-250718-0006.test-250716-2038This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so101_follower",
"total_episodes": 4,
"total_frames": 1861,
"total_tasks": 1,
"total_videos": 4,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:4"
},
"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/GinoGinetti34/test-250716-2038.cat_in_right_cup_20260922_005527This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/ginjae/cat_in_right_cup_20260922_005527.cat_in_right_cup_20260921_213822This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/ginjae/cat_in_right_cup_20260921_213822.asia-owid-gini-coefficient-after-vs-before-tax-wid-scatter
Gini Coefficient After Vs Before Tax Wid Scatter | Asia (Our World in Data)
🌏 2,205 observations · 49 Asia countries · 1980–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 2,205 observations of Gini Coefficient After Vs Before Tax Wid Scatter data across 49 Asia countries, spanning 1980–2024.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Gini Coefficient After Vs Before… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-gini-coefficient-after-vs-before-tax-wid-scatter.cat_in_right_cup_20260921_213929This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"names": [
"shoulder_pan.pos",
"shoulder_lift.pos",
"elbow_flex.pos",
"wrist_flex.pos",
"wrist_roll.pos",
"gripper.pos"
],
"shape": [
6… See the full description on the dataset page: https://huggingface.co/datasets/ginjae/cat_in_right_cup_20260921_213929.record-testThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so101_follower",
"total_episodes": 3,
"total_frames": 1595,
"total_tasks": 1,
"total_videos": 3,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:3"
},
"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/GinoGinetti34/record-test.ginger_back_mergedThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so101_follower",
"total_episodes": 119,
"total_frames": 48240,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
"train": "0:119"
},
"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/Themistoflix/ginger_back_merged.Numosin_demographicsafrica-gin-views-conflict-forecasts
Guinea - VIEWS conflict forecasts | Africa (original)
Size category: n<1K - Formats: parquet - Sector: governance_security - 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-gin-views-conflict-forecasts.europe-owid-economic-inequality-gini-index
Economic Inequality Gini Index | Europe (Our World in Data)
🇪🇺 931 observations · 39 Europe countries · 1968–2023 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 931 observations of Economic Inequality Gini Index data across 39 Europe countries, spanning 1968–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Economic Inequality Gini Index
Geographic coverage… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-owid-economic-inequality-gini-index.asia-owid-life-expectancy-versus-gini-lifespan-inequality
Life Expectancy Versus Gini Lifespan Inequality | Asia (Our World in Data)
🌏 3,626 observations · 49 Asia countries · 1950–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 3,626 observations of Life Expectancy Versus Gini Lifespan Inequality data across 49 Asia countries, spanning 1950–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Life Expectancy Versus Gini Lifespan… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-life-expectancy-versus-gini-lifespan-inequality.asia-owid-gini-coefficient-of-lifespan-inequality-in-females
Gini Coefficient Of Lifespan Inequality In Females | Asia (Our World in Data)
🌏 3,629 observations · 49 Asia countries · 1947–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 3,629 observations of Gini Coefficient Of Lifespan Inequality In Females data across 49 Asia countries, spanning 1947–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Gini Coefficient Of Lifespan… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-gini-coefficient-of-lifespan-inequality-in-females.ultrafeedback_binarized_15196