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.anamnesis-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.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.artappplafrica-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.asia-owid-mean-daily-expenditure-per-capita-vs-gdp-per-capita-2011-ppp
Mean Daily Expenditure Per Capita Vs Gdp Per Capita 2011 Ppp | Asia (Our World in Data)
🌏 1,636 observations · 48 Asia countries · 1977–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,636 observations of Mean Daily Expenditure Per Capita Vs Gdp Per Capita 2011 Ppp data across 48 Asia countries, spanning 1977–2024.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Mean Daily… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-mean-daily-expenditure-per-capita-vs-gdp-per-capita-2011-ppp.africa-worldbank-government-expenditure-on-pre-primary-education-constant-ppp-millions-uis-x-ppp
Government expenditure on pre-primary 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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-government-expenditure-on-pre-primary-education-constant-ppp-millions-uis-x-ppp.kl3m-data-govinfo-pppafrica-owid-share-of-population-in-extreme-poverty-2011-ppp
Share Of Population In Extreme Poverty 2011 Ppp | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: economics_finance - 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-share-of-population-in-extreme-poverty-2011-ppp.africa-worldbank-government-expenditure-on-primary-education-ppp-millions-uis-x-ppp-1-fsgov
Government expenditure on primary education, 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-primary-education-ppp-millions-uis-x-ppp-1-fsgov.average-income-of-large-scale-food-producers-ppp-for-african-countries
Average Income of Large Scale Food Producers Ppp for African Countries | Africa (World Health Organization)
Size category: n<1K - Formats: csv - Sector: health - 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
Health… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/average-income-of-large-scale-food-producers-ppp-for-african-countries.africa-ilo-ccf-xppp-cur-rt-ppp-conversion-factor-private-consumption-lcu-per
PPP conversion factor, private consumption (LCU per international dollar) | Africa (ILOSTAT) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: economics_finance - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-ilo-ccf-xppp-cur-rt-ppp-conversion-factor-private-consumption-lcu-per.RealVideo
RealVideo
This upload package contains 1,000 silent 640x360 videos, with 200 videos in
each of five categories: Embodied, Human, Object, Process, and Scene. Every
video is at least 45 seconds long.
File names use the category-local rank format, such as embodied_001.mp4 and
scene_200.mp4. Within each category, source clips were randomized with seed
20260902 before ranks were assigned. metadata.csv records source lineage,
clip intervals, media properties, and SHA-256 digests.… See the full description on the dataset page: https://huggingface.co/datasets/ppporridge/RealVideo.africa-unsdg-carbon-dioxide-emissions-per-unit-of-gdp-ppp-kilogramme-en-atm-co2gdp
Africa Unsdg Carbon Dioxide Emissions Per Unit of Gdp Ppp Kilogramme En Atm Co2gdp | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: economics_finance - 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-unsdg-carbon-dioxide-emissions-per-unit-of-gdp-ppp-kilogramme-en-atm-co2gdp.africa-worldbank-gni-per-capita-ppp-current-international-ny-gnp-pcap-pp-cd
GNI per capita, PPP (current international $) | Africa (World Bank — Gender Statistics) | Africa (World Bank)
Size category: 1K<n<10K - Formats: parquet - Sector: demographics_social - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-gni-per-capita-ppp-current-international-ny-gnp-pcap-pp-cd.africa-worldbank-government-expenditure-on-upper-secondary-education-ppp-millions-uis-x-ppp-3-fs
Government expenditure on upper secondary education, PPP$ (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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-government-expenditure-on-upper-secondary-education-ppp-millions-uis-x-ppp-3-fs.africa-owid-gdp-per-person-employed-constant-ppp
Gdp Per Person Employed Constant Ppp | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - Formats: parquet - Sector: economics_finance - 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-owid-gdp-per-person-employed-constant-ppp.asia-owid-weekly-hours-worked-by-children-7-14-vs-gdp-per-capita-ppp
Weekly Hours Worked By Children 7 14 Vs Gdp Per Capita Ppp | Asia (Our World in Data)
🌏 1,592 observations · 47 Asia countries · 1990–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,592 observations of Weekly Hours Worked By Children 7 14 Vs Gdp Per Capita Ppp data across 47 Asia countries, spanning 1990–2024.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Weekly Hours… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-weekly-hours-worked-by-children-7-14-vs-gdp-per-capita-ppp.africa-worldbank-government-expenditure-on-primary-education-constant-ppp-millions-uis-x-pppcons
Government expenditure on primary 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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-government-expenditure-on-primary-education-constant-ppp-millions-uis-x-pppcons.africa-worldbank-government-expenditure-on-lower-secondary-education-ppp-millions-uis-x-ppp-2-fs
Government expenditure on lower secondary education, 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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-government-expenditure-on-lower-secondary-education-ppp-millions-uis-x-ppp-2-fs.africa-worldbank-government-expenditure-on-tertiary-education-constant-ppp-millions-uis-x-pppcon
Government expenditure on tertiary 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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-government-expenditure-on-tertiary-education-constant-ppp-millions-uis-x-pppcon.africa-gdp-per-capita-ppp-current-international-usd
Africa Gdp Per Capita Ppp Current International Usd | Africa (World Bank)
Size category: n<1K - Formats: csv - Sector: economics_finance - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-gdp-per-capita-ppp-current-international-usd.africa-ppp-conversion-factor-gdp-lcu-per-international-usd
Africa Ppp Conversion Factor Gdp Lcu Per International Usd | Africa (World Bank)
Size category: n<1K - Formats: csv - Sector: economics_finance - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-ppp-conversion-factor-gdp-lcu-per-international-usd.europe-ilo-ccf-xppp-cur-rt-ppp-conversion-factor-private-consumption-lcu-per
PPP conversion factor, private consumption (LCU per international dollar) | Europe (ILOSTAT)
🇪🇺 1,664 observations · 41 Europe countries · 1990–2025 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 1,664 observations of Currency conversion factors data across 41 Europe countries, spanning 1990–2025, covering 1 distinct indicators.
About the source
ILOSTAT is the ILO's central statistics database, the leading global source for… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-ilo-ccf-xppp-cur-rt-ppp-conversion-factor-private-consumption-lcu-per.europe-unsdg-carbon-dioxide-emissions-per-unit-of-gdp-ppp-kilogramme-en-atm-co2gdp