datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
GQA
Large-scale Multi-modality Models Evaluation Suite
Accelerating the development of large-scale multi-modality models (LMMs) with lmms-eval
🏠 Homepage | 📚 Documentation | 🤗 Huggingface Datasets
This Dataset
This is a formatted version of GQA. It is used in our lmms-eval pipeline to allow for one-click evaluations of large multi-modality models.
@inproceedings{hudson2019gqa,
title={Gqa: A new dataset for real-world visual reasoning and compositional question… See the full description on the dataset page: https://huggingface.co/datasets/pppop7/GQA.UKKIIIUKKIILanamnesis-bench
AnamnesisBench
AnamnesisBench is an evaluation benchmark for numerical reliability in LLM research agents.
It focuses on a practical failure mode: an agent writes or accepts a financial research artifact that
looks plausible, but contains a wrong, unsupported, or misattributed number.
The benchmark is not intended as training data. It is a set of test cases, source packets, expected
truth values, and deterministic scoring scripts. You run your own model or verifier, then score… See the full description on the dataset page: https://huggingface.co/datasets/pppop7/anamnesis-bench.planeperturbed
Dataset Card for "planeperturbed"
More Information needed
OCR-VQA
Dataset Card for "OCR-VQA"
More Information needed
textvqa
Large-scale Multi-modality Models Evaluation Suite
Accelerating the development of large-scale multi-modality models (LMMs) with lmms-eval
🏠 Homepage | 📚 Documentation | 🤗 Huggingface Datasets
This Dataset
This is a formatted version of TextVQA. It is used in our lmms-eval pipeline to allow for one-click evaluations of large multi-modality models.
@inproceedings{singh2019towards,
title={Towards vqa models that can read},
author={Singh, Amanpreet and Natarajan… See the full description on the dataset page: https://huggingface.co/datasets/pppop7/textvqa.video_agent_trace
Friday prompt delivery — 30K text-only corpus
本目录是可直接消费的 prompt 交付包；所有内容均来自已完成的 Friday GPT 文本生产，不包含视频，也不表示 H3/视频评测通过。
文件
文件
内容
top_historical_test_prompts_4of5.jsonl
第一轮多轮历史实验中全局最高接受率的两条 test prompt（各 4/5）。
family_champion_test_prompts.jsonl
四个家族各自采用的 champion test prompt；包含 4/5、4/5、3/5、3/5 的历史结果与选择理由。
base_prompts_1200.jsonl
1,200 条干净 base prompt，每条有稳定 base_id。
injection_prompts_30000.jsonl
30,000 条最终 injection prompt；prompt 是可直接读取的 prompt… See the full description on the dataset page: https://huggingface.co/datasets/ppppppz/video_agent_trace.icml26-repro-online-ppp-change-point
Online PPP change-point reproduction
Independent fixed-memory streaming checks, 100 Monte Carlo 3D PPP runs, a
signal-delay scaling check, a proof audit plus geometrically mixing
concentration experiment, and an independent USGS Oklahoma reconstruction.
Run uv run --with-requirements requirements.txt python reproduce.py and
uv run --with-requirements requirements.txt python reproduce_oklahoma.py.
The bundle explicitly records missing modules/data in the author repository.
Proxy… See the full description on the dataset page: https://huggingface.co/datasets/SabaPivot/icml26-repro-online-ppp-change-point.vLLM-SR-Preference-V1The files in this repo is the LLM-labeled samples that are used as the training dataset for vLLM-SR Preference model V1.
The training file (sharegpt_preference_labeld_with_negative.jsonl) contains 25k records that have sample_id, golden label for the preference-based routing policy, and a set of negative labels that are plausible but do not match the conversation context.
The validation file has the same structure, but only 1% of the training file size. The validation file and the training… See the full description on the dataset page: https://huggingface.co/datasets/ppppqp/vLLM-SR-Preference-V1.Wan2.1-VACESyntheticartappp_v1This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "franka",
"total_episodes": 242,
"total_frames": 90989,
"total_tasks": 11,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 20,
"splits": {
"train": "0:242"
},
"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/DAVIAN-Robotics/ppp_v1.UKKIIMPPPdevLaDeDataset Download: https://huggingface.co/datasets/Cainiao-AI/LaDe/tree/mainDataset Website: https://cainiaotechai.github.io/LaDe-website/Code Link:https://github.com/wenhaomin/LaDePaper Link: https://arxiv.org/abs/2306.10675
1. About Dataset
LaDe is a publicly available last-mile delivery dataset with millions of packages from industry.
It has three unique characteristics: (1) Large-scale. It involves 10,677k packages of 21k couriers over 6 months of real-world operation.… See the full description on the dataset page: https://huggingface.co/datasets/pppdlhh/LaDe.PPCC14new_redThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so101_follower",
"total_episodes": 5,
"total_frames": 3208,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 30,
"splits": {
"train": "0:5"
},
"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/ppprock11/new_red.two_testorThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so101_follower",
"total_episodes": 5,
"total_frames": 3159,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 30,
"splits": {
"train": "0:5"
},
"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/ppprock11/two_testor.ppplnew_cloth_foldingThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "bi_so101_follower",
"total_episodes": 7,
"total_frames": 4695,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"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/ppprock11/new_cloth_folding.pick_the_cubes_actThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so101_follower",
"total_episodes": 10,
"total_frames": 11635,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 30,
"splits": {
"train": "0:10"
},
"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/ppprock11/pick_the_cubes_act.portal-benchfoldcloth2This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "bi_so101_follower",
"total_episodes": 25,
"total_frames": 19301,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 30,
"splits": {
"train": "0:25"
},
"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/ppprock11/foldcloth2.pppppeval_two_testorThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so101_follower",
"total_episodes": 10,
"total_frames": 13635,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 30,
"splits": {
"train": "0:10"
},
"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/ppprock11/eval_two_testor.PPCC18pp_pushtThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 10,
"features": {
"observation.image": {
"dtype": "video",
"shape": [
224,
224,
3
],
"names": [
"height",
"width",
"channels"
],
"info": {
"video.height": 224… See the full description on the dataset page: https://huggingface.co/datasets/lambdavi/pp_pusht.africa-worldbank-government-expenditure-on-education-constant-ppp-millions-uis-x-pppconst-fsgov
Government expenditure on education, constant PPP$ (millions) | Africa (World Bank — Education Statistics) | Africa (World Bank)
Size category: n<1K - Formats: parquet - Sector: education - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-government-expenditure-on-education-constant-ppp-millions-uis-x-pppconst-fsgov.