datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
phase3-dataset
Dataset
Generated dataset with 120 configurations.
Configuration
dataset_name: phase3-dataset
graphs_path: hf://CSE472-blanket-challenge/phase3-graphs
output_path: data/datasets/${dataset_name}
n_samples: 1000
n_datasets: 1
scm_type: linear, nonlinear
coeff_range: 1.0
noise_std: 0.5
env_type: iid, covariate, label
projection: pca
shift_mean: 0.8
shift_std: 0.2
train_fraction: 0.8
seed: 42
overwrite: true
Load data
from huggingface_hub import snapshot_download… See the full description on the dataset page: https://huggingface.co/datasets/CSE472-blanket-challenge/phase3-dataset.aiws5.3_phase3store_play_v2_en_phase3sublim-phase3-student-datalensemble-phase3-so100-silos
Lensemble Phase 3 — SO-100 consortium silos + held-out eval split
Deterministic episode-modulo split (k % 5) of the public SO-100 pick-place set
abdelstark/so100-pickplace-lewm-ready
into four sovereign participant silos plus one disjoint held-out eval split, for the Phase 3
federated JEPA / LeWorldModel consortium run (Lensemble epic #249, issue #242).
file
role
episodes
windows (window_steps=4)
dataset Merkle root (sha256, prefix)
phase3-so100-silo0.h5
participant… See the full description on the dataset page: https://huggingface.co/datasets/abdelstark/lensemble-phase3-so100-silos.store_play_v2_en_ablation_phase3kaizen-phase3-datapyramid-dataset-phase3_20260827_123302This 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/heba000/pyramid-dataset-phase3_20260827_123302.pyramid-dataset-phase3_20260827_132836This 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/heba000/pyramid-dataset-phase3_20260827_132836.pyramid-dataset-phase3_20260827_124635This 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/heba000/pyramid-dataset-phase3_20260827_124635.phase3-2048pyramid-dataset-phase3_20260827_120642This 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/heba000/pyramid-dataset-phase3_20260827_120642.pyramid-dataset-phase3_20260827_130524This 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/heba000/pyramid-dataset-phase3_20260827_130524.pyramid-dataset-phase3_20260827_131835This 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/heba000/pyramid-dataset-phase3_20260827_131835.phase3_pickplace_v2This 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/Gurbby/phase3_pickplace_v2.LMA_phase3_data
LMA Phase 3 — transitive reasoning dataset (Hindi / Nepali)
Synthetic transitive-comparison problems over people, in Hindi and Nepali, with
chain-of-thought targets. Built for a study of data scaling and domain
generalization in small from-scratch language models.
The models finetuned on it are at
Prateek-Tiwari10/LMA_phase3.
Layout
manifest_scaling.json machine-readable index of every file below
train/{hi,ne}/train_{10,30,50,60}k.jsonl nested… See the full description on the dataset page: https://huggingface.co/datasets/Prateek-Tiwari10/LMA_phase3_data.CLG_Laundry_TASK1_phase3phase3_pyramid_v1This 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/Gurbby/phase3_pyramid_v1.sublim-phase3-teacher-dataclinicaltrials-completed-phase3
clinicaltrials-completed-phase3-full — Data Card
Version: 1.1.0 | Generated: 2026-06-14T06:18:47.568731+00:00 | Records: 29,633
Dataset Summary
clinicaltrials-completed-phase3-full contains structured clinical trial records from ClinicalTrials.gov, the U.S. federal registry of clinical studies operated by the National Library of Medicine (NIH). Each record includes trial status, design parameters, eligibility criteria, sponsor information, enrollment counts, and… See the full description on the dataset page: https://huggingface.co/datasets/RubyIntelligence/clinicaltrials-completed-phase3.phase_3_outputsnowfox-simplerag-phase3
snowfox-simplerag-phase3
SnowFox — SimpleRAG phase 3 (alpaca + messages).
Contents
simplerag_snowfox_phase3_alpaca.jsonl (10 rows)
simplerag_snowfox_phase3_messages.jsonl (10 rows)
simplerag_snowfox_phase3_sharegpt.jsonl (10 rows)
Format
JSON Lines (.jsonl), one example per line.
Provenance
Original content for SnowFox / SimpleRAG (Michael Anthony Falabella).
Alizee-OpenCodeReasoning-Phase3-1.4M
🚀 Alizee OpenCodeReasoning Phase 3 Conformant Dataset - 1.2M Examples
📊 Dataset Summary
This is a fully conformant version of the Phase 3 dataset, processed to strictly follow the specification with clean separation between data and formatting tags. Contains 1.2 million high-quality Python code examples with synthetic prompts and concise reasoning chains.
Key Improvements
✅ 100% Conformant to Phase 3 specification
✅ Synthetic prompts generated from code… See the full description on the dataset page: https://huggingface.co/datasets/DUKEAI/Alizee-OpenCodeReasoning-Phase3-1.4M.visrl-14b-phase3e-step3814-resumeeval_policy_output_makeup_container_train_090426_infrared_phase3This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so_follower",
"total_episodes": 7,
"total_frames": 1066,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
"train": "0:7"
},
"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/ayatakagreentea/eval_policy_output_makeup_container_train_090426_infrared_phase3.turkish-cv-24k-phase3
turkish-cv-24k-phase3 — placeholder (empty)
⚠️ This repository is empty
It contains no data files. It was created as a staging slot for a Turkish
Common Voice resample-to-24 kHz step in phase 3 of the TinyAya data
pipeline, and was never populated.
Nothing here is usable. It is documented rather than left bare so the emptiness
is obvious from the dataset page instead of only after a download.
Use instead: tr-subset-v0.1
for Turkish speech, or
tr-hi-mimi-encoded… See the full description on the dataset page: https://huggingface.co/datasets/tiny-aya-translate/turkish-cv-24k-phase3.phase3_rag_toolphase3_pickplace_mergedThis 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/Gurbby/phase3_pickplace_merged.olmo3-ckpt-phase3turkish-openslr-24k-phase3
turkish-openslr-24k-phase3 — placeholder (empty)
⚠️ This repository is empty
It contains no data files. It was created as a staging slot for a Turkish
OpenSLR resample-to-24 kHz step in phase 3 of the TinyAya data pipeline,
and was never populated.
Nothing here is usable. It is documented rather than left bare so the emptiness
is obvious from the dataset page instead of only after a download.
Use instead: tr-subset-v0.1
for Turkish speech, or
tr-hi-mimi-encoded… See the full description on the dataset page: https://huggingface.co/datasets/tiny-aya-translate/turkish-openslr-24k-phase3.