datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
equational-theories-selected-problems
Equational Theories Selected Problems
Update (September 11, 2026)
This dataset was updated on September 11, 2026.
Main changes:
released the official Stage 2 evaluation problems: stage2_evaluation_main (200 problems; ground truth withheld — answer is null until Stage 2 concludes) and stage2_evaluation_research (100 order-5 research problems with no ground truth)
added metadata/stage2_evaluation_main.json and metadata/stage2_evaluation_research.json… See the full description on the dataset page: https://huggingface.co/datasets/SAIRfoundation/equational-theories-selected-problems.saiga_scoredSFT dataset for the Saiga family of models collected from various sources.
PhishTrap
PhishTrap
Catch phishing URLs before they catch you — 16 features, 19,954 URLs, balanced 50/50. Cross-verified from 496K phishing domains + Tranco top 10K. Automatically refreshed every 6 hours.
Priorities: Quality > Ease of Access > Quantity
Build pipeline (open source): github.com/instax-dutta/PhishTrap — see how every row is fetched, merged, deduplicated, validated and published.
Dataset Overview
PhishTrap is a curated phishing URL detection dataset… See the full description on the dataset page: https://huggingface.co/datasets/saidutta69/PhishTrap.austin_sailor_dataset_lerobotThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.0",
"robot_type": "franka",
"total_episodes": 240,
"total_frames": 353094,
"total_tasks": 4,
"total_videos": 480,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 20,
"splits": {
"train": "0:240"
},
"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/IPEC-COMMUNITY/austin_sailor_dataset_lerobot.SAIR
Announcing SAIR
Structurally-Augmented IC50 Repository
In collaboration with Nvidia
The Largest Publicly Available Binding Affinity Dataset with Cofolded 3D Structures
SAIR (Structurally Augmented IC50 Repository), is the largest public
dataset of protein--ligand 3D structures paired with binding potency
measurements. SAIR contains over one million protein--ligand complexes
(1,048,857 unique pairs) and a total of 5.2 million 3D structures,
curated from the ChEMBL and… See the full description on the dataset page: https://huggingface.co/datasets/SandboxAQ/SAIR.austin_sailor_datasetThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.0",
"robot_type": "unknown",
"total_episodes": 240,
"total_frames": 353094,
"total_tasks": 4,
"total_videos": 480,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 20,
"splits": {
"train": "0:240"
},
"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/austin_sailor_dataset.equational-theories-benchmark
Equational Theories Benchmark
This release packages six common_25 benchmarks for Stage 1 of the Mathematics Distillation Challenge: Equational Theories.
Competition page:
https://competition.sair.foundation/competitions/mathematics-distillation-challenge-equational-theories-stage1
Playground:
https://playground.sair.foundation/playground/mathematics-distillation-challenge-equational-theories-stage1
Problem dataset:
SAIRfoundation/equational-theories-selected-problemsIncluded… See the full description on the dataset page: https://huggingface.co/datasets/SAIRfoundation/equational-theories-benchmark.qwen-glm-kimi-distillation-clean
🧠 Qwen-GLM-Kimi Distillation Clean
A rigorously cleaned, finetuning-ready multi-teacher SFT corpus distilled from Qwen3.8-Max, GLM-5.2 and Kimi K3 — deduped, length-filtered and normalized for SFT with assistant-only loss.
Priorities: Quality > Cleanliness > Signal
📊 Dataset Overview
Property
Value
Total Records
57,064
Train Split
51,417 (90.1%)
Validation Split
2,833 (5.0%)
Test Split
2,814 (4.9%)
Teachers
3 (Qwen3.8-Max 47,595 /… See the full description on the dataset page: https://huggingface.co/datasets/saidutta69/qwen-glm-kimi-distillation-clean.Discord-Unveiled-Compressed
.hf-sanitized.hf-sanitized-uCWd6SwyNH8FCkRETeRYS .container { --bg-primary: #0d0511; --bg-secondary: #1a0f1f; --bg-tertiary: #2d1b35; --bg-card: #3d2847; --text-primary: #fef7ff; --text-secondary: #f0d9ff; --text-muted: #c084fc; --pink-soft: #fce7f3; --pink-medium: #f9a8d4; --pink-bright: #ec4899; --pink-hot: #e91e63; --pink-neon: #ff1493; --purple-soft: #e879f9; --purple-bright: #c026d3; --purple-deep: #7c3aed; --border-glow: #f472b6; --shadow-pink: rgba(244, 114, 182, 0.4);… See the full description on the dataset page: https://huggingface.co/datasets/SaisExperiments/Discord-Unveiled-Compressed.xlerobot-vr-teleop-medicine-bowlThis dataset was created using LeRobot.
Task
Whole dataset is captured for "Pick up the medicine and place it in the bowl" task.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"shape": [
12
],
"names": [
"left_arm_shoulder_pan",
"left_arm_shoulder_lift"… See the full description on the dataset page: https://huggingface.co/datasets/saivishwak/xlerobot-vr-teleop-medicine-bowl.xlerobot-vr-teleopThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"shape": [
12
],
"names": [
"left_arm_shoulder_pan",
"left_arm_shoulder_lift",
"left_arm_elbow_flex",
"left_arm_wrist_flex",
"left_arm_wrist_roll"… See the full description on the dataset page: https://huggingface.co/datasets/saivishwak/xlerobot-vr-teleop.sort_80demos_6view_20260830_171146This 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/saipuneethgottam/sort_80demos_6view_20260830_171146.ipfs_saint_vincent_grenadines_laws_ir
Saint Vincent Grenadines legislation IR (CID-keyed sparse GraphRAG)
Research retrieval release of endomorphosis/ipfs_saint_vincent_grenadines_laws (revision 0e65f6ff9569b8bec2b0bfc6d33f97fa90b52755) packaged as
country-laws-ir-graphrag/v1 (layout family skillcenter-huggingface-release/v3 / publicus-ir).
Not legal advice. This is a research snapshot. The official gazette /
authentic source of Saint Vincent Grenadines prevails over this corpus. Retrieved documents
and graph edges… See the full description on the dataset page: https://huggingface.co/datasets/justicedao/ipfs_saint_vincent_grenadines_laws_ir.BioKinemasort_100demos_6viewThis 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/saipuneethgottam/sort_100demos_6view.sailor2-sft-stage1kimi-k3-distillation-clean
🧠 Kimi K3 Distillation — Clean
A rigorously cleaned Kimi K3-only SFT corpus of 3,653 traces — removed all 694 structurally-broken rows, normalized message schemas, merged reasoning into <think> format.
Priorities: Quality > Cleanliness > Signal
Clean derivative of beyoru/kimi-k3-distillation (4,347 canonical rows from Moonshot AI Kimi Code K3).
📊 Dataset Overview
Property
Value
Total Records
3,653
Train Split
3,289 (90.0%)
Validation… See the full description on the dataset page: https://huggingface.co/datasets/saidutta69/kimi-k3-distillation-clean.sort_100demos_3viewThis 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/saipuneethgottam/sort_100demos_3view.sai-mash
Multilingual Audits: Structured & Harmonized
MASH is a dataset of Supreme Audit Institution (SAI) reports harmonized to a common language and format. SAIs publish their work in national languages and with varying structures, making cross-country analysis difficult. MASH resolves this by processing each report through a standardized pipeline that produces English summaries, structured metadata, and controlled-vocabulary tags — enabling researchers, auditors, and developers to… See the full description on the dataset page: https://huggingface.co/datasets/Riksrevisjonen/sai-mash.xiang2021-spcas9
🧬 Xiang 2021 SpCas9 On-Target Efficiency
Merged dataset from Luo 2020 and Kim 2019 for SpCas9 on-target efficiency prediction. Published in Nature Communications. Contains 30mer sequences with measured CRISPR-Cas9 cutting efficiency.
Dataset Details
Task: On Target Efficiency
Nuclease: SpCas9 UniProt CasPEDIA
Organism: Human
Cell Line: HEK293T
Paper: https://doi.org/10.1038/s41467-021-23576-0
Usage
from datasets import load_dataset
# Standard… See the full description on the dataset page: https://huggingface.co/datasets/saiden89/xiang2021-spcas9.swe-agent-trajsxlerobot-vr-pick-place-penThis dataset was created using LeRobot.
Dataset Description
Task
Pick up the marker from the table and place it inside the cup
Homepage: [More Information Needed]
Paper: [More Information Needed]
License: apache-2.0
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 30,
"features": {
"action": {
"dtype": "float32",
"shape": [
12
]… See the full description on the dataset page: https://huggingface.co/datasets/saivishwak/xlerobot-vr-pick-place-pen.qwen3.8-max-distillation-50k-clean
🧠 Qwen3.8-Max Distillation 50K — Clean
A rigorously cleaned single-teacher SFT corpus of 49,661 traces from qwen3.8-max-preview — fixed broken <think> blocks, removed low-quality rows, added multi-format training views.
Priorities: Quality > Cleanliness > Signal
Clean derivative of r0b0tlab/qwen3.8-max-distillation-50k (49,772 rows). Companion to saidutta69/qwen-glm-kimi-distillation-clean.
📊 Dataset Overview
Property
Value
Total Records
49… See the full description on the dataset page: https://huggingface.co/datasets/saidutta69/qwen3.8-max-distillation-50k-clean.Sai
Sai Initiative
Sai is Project Shohin's return to its original objective: build the strongest
practical model near four billion parameters. This repository is the live
scratchpad and implementation surface for that effort.
Nothing is called an improvement until it beats the unchanged parent and an
equal-compute control on real, source-disjoint benchmarks.
Data precedes architecture. Sai first earns a trustworthy learning
sequence: verified source bytes, quality and duplication… See the full description on the dataset page: https://huggingface.co/datasets/Godlydonuts/Sai.ipfs_saint_kitts_nevis_laws_ir
Saint Kitts Nevis legislation IR (CID-keyed sparse GraphRAG)
Research retrieval release of endomorphosis/ipfs_saint_kitts_nevis_laws (revision 7debf0584c36136bf46cf788da0c18505fb34d41) packaged as
country-laws-ir-graphrag/v1 (layout family skillcenter-huggingface-release/v3 / publicus-ir).
Not legal advice. This is a research snapshot. The official gazette /
authentic source of Saint Kitts Nevis prevails over this corpus. Retrieved documents
and graph edges are retrieval… See the full description on the dataset page: https://huggingface.co/datasets/justicedao/ipfs_saint_kitts_nevis_laws_ir.icra_video_1_20260918_154830This 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/saipuneethgottam/icra_video_1_20260918_154830.sweep_zenovaThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so_follower",
"total_episodes": 6920,
"total_frames": 5019400,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
"train": "0:6920"
},
"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/saipuneethgottam/sweep_zenova.ipfs_saint_lucia_laws_ir
Saint Lucia legislation IR (CID-keyed sparse GraphRAG)
Research retrieval release of endomorphosis/ipfs_saint_lucia_laws (revision 2216d124ae8531c4c0752eea40ef57732e8e86f6) packaged as
country-laws-ir-graphrag/v1 (layout family skillcenter-huggingface-release/v3 / publicus-ir).
Not legal advice. This is a research snapshot. The official gazette /
authentic source of Saint Lucia prevails over this corpus. Retrieved documents
and graph edges are retrieval evidence only. No legal… See the full description on the dataset page: https://huggingface.co/datasets/justicedao/ipfs_saint_lucia_laws_ir.austin_sailor_dataset_augmented
austin_sailor_dataset_augmented
Overview
Codebase version: v3.0
Robots: google_robot, images, jaco, kinova3, kuka_iiwa, sawyer, ur5e, widowX, xarm7
FPS: 20
Episodes: 240
Frames: 353,094
Splits:
train: 0:240
Data Layout
data_path : data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet
video_path: videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4
Features
Feature
dtype
shape
description… See the full description on the dataset page: https://huggingface.co/datasets/oxe-auge/austin_sailor_dataset_augmented.icra_vista_randomview_2_20260919_180033This 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/saipuneethgottam/icra_vista_randomview_2_20260919_180033.