datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Edge-Agent-Reasoning-WebSearch-260K
Edge Agent Reasoning WebSearch 260K
Abstract
The Edge-Agent-Reasoning-WebSearch-260K dataset is a massive, synthetically expert-engineered corpus of over 700 Million tokens, designed to train small, local models (SLMs) and edge-deployed agents in advanced problem deconstruction and self-aware reasoning.
Rather than training a model to execute instructions directly—which often leads to hallucinations when context is missing—this dataset trains a model to act as a… See the full description on the dataset page: https://huggingface.co/datasets/yatin-superintelligence/Edge-Agent-Reasoning-WebSearch-260K.emova-alignment-7m
EMOVA-Alignment-7M
🤗 EMOVA-Models | 🤗 EMOVA-Datasets | 🤗 EMOVA-Demo
📄 Paper | 🌐 Project-Page | 💻 Github | 💻 EMOVA-Speech-Tokenizer-Github
Overview
EMOVA-Alignment-7M is a comprehensive dataset curated for omni-modal pre-training, including vision-language and speech-language alignment.
This dataset is created using open-sourced image-text pre-training datasets, OCR datasets, and 2,000 hours of ASR and TTS data.
This dataset is part of the EMOVA-Datasets… See the full description on the dataset page: https://huggingface.co/datasets/Emova-ollm/emova-alignment-7m.emova-sft-4m
EMOVA-SFT-4M
🤗 EMOVA-Models | 🤗 EMOVA-Datasets | 🤗 EMOVA-Demo
📄 Paper | 🌐 Project-Page | 💻 Github | 💻 EMOVA-Speech-Tokenizer-Github
Overview
EMOVA-SFT-4M is a comprehensive dataset curated for omni-modal instruction tuning, including textual, visual, and audio interactions. This dataset is created by gathering open-sourced multi-modal instruction datasets and synthesizing high-quality omni-modal conversation data to enhance user experience. This dataset is… See the full description on the dataset page: https://huggingface.co/datasets/Emova-ollm/emova-sft-4m.Chat2Workflow-Evaluation
Chat2Workflow
Chat2Workflow is a benchmark designed for evaluating the ability of Large Language Models (LLMs) to generate executable visual workflows from natural language instructions.
Paper: Chat2Workflow: A Benchmark for Generating Executable Visual Workflows with Natural Language
Repository: zjunlp/Chat2Workflow
Overview
Executable visual workflows are widely used in industrial deployments for their reliability and controllability. Chat2Workflow addresses the… See the full description on the dataset page: https://huggingface.co/datasets/zjunlp/Chat2Workflow-Evaluation.entity-explanationMMFineReason-Full-2.3M-Qwen3-VL-235B-Thinking
MMFineReason-Full-2.3M
The Complete Pre-Selection Dataset — Before Quality Filtering
📖 Overview
MMFineReason-Full-2.3M is the complete pre-selection dataset containing 2.3M samples and 8.8B solution tokens, generated through our reasoning distillation pipeline before the data selection stage. This dataset includes all samples that passed basic template and length validation, but have not undergone correctness verification filtering.
🎯 Key Characteristics… See the full description on the dataset page: https://huggingface.co/datasets/ericktwo/MMFineReason-Full-2.3M-Qwen3-VL-235B-Thinking.llava-en-zh-300kThis dataset is composed by
150k examples of English Visual Instruction Data from LLaVA.
150k examples of English Visual Instruction Data from openbmb.
You can use it in LLaMA Factory by specifying --dataset llava_150k_en,llava_150k_zh.
ttrpg-rpg-fandom-com-en
ttrpg-rpg-fandom-com-en (RPG Fandom EN Dataset)
[Russian version below / Русская версия ниже]
Description
This dataset contains a complete dump of the English rpg.fandom.com wiki, converted to clean Markdown. It is designed for RAG (Retrieval-Augmented Generation), LLM fine-tuning, and research.
Structure
markdown/: Cleaned documents with metadata.
indexes/documents.jsonl: Global document registry.
indexes/chunks.jsonl: Semantic fragments for… See the full description on the dataset page: https://huggingface.co/datasets/exnihilum/ttrpg-rpg-fandom-com-en.Omni-Edu
Omni-Edu — Core V6 SFT mixture
69,999 supervised instruction examples (~158M characters) covering K-12 subject
competence, curriculum grounding, diagnostic reasoning, pedagogical action and
general-purpose instruction. 12,146 rows (17.4%) are multimodal; every image
referenced by the JSONL ships in this repository under images/.
This is the system-prompted assembly of the v6 core mixture: every row carries
an explicit system message, and the non-system turns are byte-identical… See the full description on the dataset page: https://huggingface.co/datasets/lhpku20010120/Omni-Edu.encyclopaedia-britannica-lance
Encyclopaedia Britannica (1771-1860) - Lance Format
This dataset contains 155,388 digitized pages from the Encyclopaedia Britannica, spanning editions from 1771 to 1860. The data is stored in Lance format for efficient streaming and lazy image loading.
Dataset Details
Total Pages: 155,388
Total Volumes: 195
Format: Lance (columnar format with blob storage for images)
Source: National Library of Scotland (NLS)
License: Public Domain (CC0)
Loading the Dataset… See the full description on the dataset page: https://huggingface.co/datasets/NationalLibraryOfScotland/encyclopaedia-britannica-lance.encyclopaedia-britannica-lance-test
Encyclopaedia Britannica (1771-1860) - Lance Format
This dataset contains 155,388 digitized pages from the Encyclopaedia Britannica, spanning editions from 1771 to 1860. The data is stored in Lance format for efficient streaming and lazy image loading.
Dataset Details
Total Pages: 155,388
Total Volumes: 195
Format: Lance (columnar format with blob storage for images)
Source: National Library of Scotland (NLS)
License: Public Domain (CC0)
Loading the Dataset… See the full description on the dataset page: https://huggingface.co/datasets/davanstrien/encyclopaedia-britannica-lance-test.holisafe-bench
⚠️ CONTENT WARNING: This dataset contains potentially harmful and sensitive visual content including violence, hate speech, illegal activities, self-harm, sexual content, and other unsafe materials. Images are intended solely for safety research and evaluation purposes. Viewer discretion is strongly advised.
HoliSafe: Holistic Safety Benchmarking and Modeling for Vision-Language Model (CVPR'26 Findings)
🌐 Website | 📑 Paper
📋 HoliSafe-Bench Dataset… See the full description on the dataset page: https://huggingface.co/datasets/etri-vilab/holisafe-bench.Edge-Agent-Reasoning-WebSearch-260K
Edge Agent Reasoning WebSearch 260K
Abstract
The Edge-Agent-Reasoning-WebSearch-260K dataset is a massive, synthetically expert-engineered corpus of over 700 Million tokens, designed to train small, local models (SLMs) and edge-deployed agents in advanced problem deconstruction and self-aware reasoning.
Rather than training a model to execute instructions directly—which often leads to hallucinations when context is missing—this dataset trains a model to act as a… See the full description on the dataset page: https://huggingface.co/datasets/BlueIsGreen/Edge-Agent-Reasoning-WebSearch-260K.Edge-Agent-Reasoning-WebSearch-260K
Edge Agent Reasoning WebSearch 260K
Abstract
The Edge-Agent-Reasoning-WebSearch-260K dataset is a massive, synthetically expert-engineered corpus of over 700 Million tokens, designed to train small, local models (SLMs) and edge-deployed agents in advanced problem deconstruction and self-aware reasoning.
Rather than training a model to execute instructions directly—which often leads to hallucinations when context is missing—this dataset trains a model to act as a… See the full description on the dataset page: https://huggingface.co/datasets/DEMIRUNC/Edge-Agent-Reasoning-WebSearch-260K.europeana_newspapers
Dataset Card for Europeana Newspapers
Dataset Overview
This dataset contains historic newspapers from Europeana, processed and converted to a format more suitable for machine learning and digital humanities research. In total, the collection contains approximately 32 billion tokens across multiple European languages, spanning from the 18th to the early 20th century.
Created by the BigLAM initiative, this unofficial version extracts text content from ALTO XML and… See the full description on the dataset page: https://huggingface.co/datasets/biglam/europeana_newspapers.episodes
My Weird Prompts - Episode Dataset
The production record of every episode of the
My Weird Prompts podcast: the transcript, links to
the published episode, a description of the prompt that started it, and the
generation telemetry for how it was made - model, pipeline version, GPU, timings
and compute cost.
5,365 episodes. Synced daily from the production database.
from datasets import load_dataset
ds = load_dataset("My-Weird-Prompts/episodes", split="train")
Which… See the full description on the dataset page: https://huggingface.co/datasets/My-Weird-Prompts/episodes.Edge-Agent-Reasoning-WebSearch-260K
Edge Agent Reasoning WebSearch 260K
Abstract
The Edge-Agent-Reasoning-WebSearch-260K dataset is a massive, synthetically expert-engineered corpus of over 700 Million tokens, designed to train small, local models (SLMs) and edge-deployed agents in advanced problem deconstruction and self-aware reasoning.
Rather than training a model to execute instructions directly—which often leads to hallucinations when context is missing—this dataset trains a model to act as a… See the full description on the dataset page: https://huggingface.co/datasets/Torenn/Edge-Agent-Reasoning-WebSearch-260K.ds-coder-instruct-v1
Dataset Card for DS Coder Instruct Dataset
DS Coder is a dataset for instruction fine tuning of language models. It is a specialized dataset focusing only on
data science (eg. plotting, data wrangling, machine learnig models, deep learning, and numerical computations). The dataset contains code examples both in R and Python.
The goal of this dataset is to enable creation of small-scale, specialized language model assistants for data science projects.
Dataset Details… See the full description on the dataset page: https://huggingface.co/datasets/ed001/ds-coder-instruct-v1.cc_news_pt_v2
Dataset Summary
This version of the dataset is the portuguese subset from stanford-oval/ccnews.
CC-News-PT v2 is a curation of +11 million news articles from CommonCrawl News in the Portuguese language, from the beginning (2016) to June of 2024.
The data has been cleaned and deduplicated, and language of articles have been detected and filtered. The process is similar to what HuggingFace's DataTrove does.
For license information, please refer to CommonCrawl's Terms of Use.… See the full description on the dataset page: https://huggingface.co/datasets/eduagarcia/cc_news_pt_v2.glsl-opengl-educational-dataset
GLSL/OpenGL & WebGPU Universal Educational Dataset for AI Training
Curated, statically validated, and educational dataset of GLSL, WGSL, and HLSL shaders, OpenGL/WebGL programs, and real-time graphics pipelines.
Key Features
Multi-Stage Shaders: Vertex, Fragment, Compute, Geometry, Tessellation.
Static Validation: Validated against Khronos glslangValidator.
Universal Shading Targets: Multi-target transpilation (WGSL, HLSL, MSL).
Rich Annotations: Includes… See the full description on the dataset page: https://huggingface.co/datasets/gllllll/glsl-opengl-educational-dataset.edge-agent-reasoning-websearch-260k
Edge Agent Reasoning WebSearch 260K
Abstract
The Edge-Agent-Reasoning-WebSearch-260K dataset is a massive, synthetically expert-engineered corpus of over 700 Million tokens, designed to train small, local models (SLMs) and edge-deployed agents in advanced problem deconstruction and self-aware reasoning.
Rather than training a model to execute instructions directly—which often leads to hallucinations when context is missing—this dataset trains a model to act as a… See the full description on the dataset page: https://huggingface.co/datasets/ppenner/edge-agent-reasoning-websearch-260k.OpenClaw-EvalMix
OpenClaw EvalMix
OpenClaw EvalMix is a Harbor-format collection of 360 agent-evaluation tasks across four task families. Each task directory includes task.toml, an instruction, an environment definition, and verifier tests.
Composition
Family
Tasks
Local payload
clawbench
19
0.00 GiB
liveclawbench
134
0.07 GiB
pinchbench
147
0.02 GiB
wildclawbench
60
14.05 GiB
The repository preserves each family at the root so task paths remain direct.… See the full description on the dataset page: https://huggingface.co/datasets/zt1106/OpenClaw-EvalMix.ttrpg-rpg-fandom-com-ru
ttrpg-rpg-fandom-com-ru (RPG Fandom RU Dataset)
[Russian version below / Русская версия ниже]
Описание
Этот датасет содержит полный дамп вики rpg.fandom.com/ru/, конвертированный в чистый Markdown. Он предназначен для использования в системах RAG (Retrieval-Augmented Generation), дообучения языковых моделей (LLM) и исследований в области НРИ.
Создатель и контакты
Вебсайт: exnihilum.info
GitHub: exnpub
Репозиторий проекта: dataset-rpg-fandom-com-ru… See the full description on the dataset page: https://huggingface.co/datasets/exnihilum/ttrpg-rpg-fandom-com-ru.Edge-Agent-Reasoning-WebSearch-260K
Edge Agent Reasoning WebSearch 260K
Abstract
The Edge-Agent-Reasoning-WebSearch-260K dataset is a massive, synthetically expert-engineered corpus of over 700 Million tokens, designed to train small, local models (SLMs) and edge-deployed agents in advanced problem deconstruction and self-aware reasoning.
Rather than training a model to execute instructions directly—which often leads to hallucinations when context is missing—this dataset trains a model to act as a… See the full description on the dataset page: https://huggingface.co/datasets/JACKYS999/Edge-Agent-Reasoning-WebSearch-260K.fable-novel-eightsday
fable: eightsday
한국어판 제목: 「fable — 여드레날」
License note for ML practitioners: use of this dataset for machine learning and AI model training is expressly permitted — no further permission needed. All other rights reserved. Full terms: NOTICE.md.
The story of a man who realized the world is one enormous language model.
세상이 하나의 거대한 언어 모델임을 깨달은 남자의 이야기.
A complete Korean–English bilingual serialized novel and a section-aligned literary parallel corpus, co-written by a human… See the full description on the dataset page: https://huggingface.co/datasets/Bryan35406/fable-novel-eightsday.jee-advanced-questions
JEE Advanced — Question Bank
A structured dataset of JEE Advanced examination questions with full
worked solutions and diagrams. JEE Advanced questions are more analytical
than JEE Main — many are subjective, integer, or numerical-answer type with
detailed multi-step solutions.
Subsets (PCM):
Physics — 50 questions
Chemistry — 21 questions
Mathematics — 48 questions
Structure
Organised into subsets by subject and splits (train / test):
mathematics/ physics/… See the full description on the dataset page: https://huggingface.co/datasets/eQOURSE/jee-advanced-questions.encyclopaedia-britannica-lance-test2
Encyclopaedia Britannica (1771-1860) - Lance Format
This dataset contains 155,388 digitized pages from the Encyclopaedia Britannica, spanning editions from 1771 to 1860. The data is stored in Lance format for efficient streaming and lazy image loading.
Dataset Details
Total Pages: 155,388
Total Volumes: 195
Format: Lance (columnar format with blob storage for images)
Source: National Library of Scotland (NLS)
License: Public Domain (CC0)
Loading the Dataset… See the full description on the dataset page: https://huggingface.co/datasets/davanstrien/encyclopaedia-britannica-lance-test2.VLM-ExecRouterBench
VLM-ExecRouterBench
An execution-oriented benchmark for cost-aware open-set VLM routing.
Cost-aware routing |
Open-set model onboarding |
Multimodal, code, and search tasks
Overview
VLM-ExecRouterBench is an execution-oriented benchmark for routing
vision-language model queries to a pool of candidate VLMs. Each sample is
executed by multiple candidate models, producing correctness labels, inference
costs, metadata… See the full description on the dataset page: https://huggingface.co/datasets/Kirito-Lab/VLM-ExecRouterBench.phenotype-catalog
Ethnic Erotic Phenotype Catalog
A structured complement to Wikipedia for ethnographic data — 1,700+ ethnic groups indexed with normalized linguistic, geographic, cultural, and phenotype metadata, plus 23K+ notable-people references and 5K+ vision-grounded per-image phenotype observations.
Curated from the live catalog at ethnicerotic.com and published as an open dataset for anthropological reference, AI training, and ethnographic research.
What's in v6
Two columns… See the full description on the dataset page: https://huggingface.co/datasets/EthnicErotic/phenotype-catalog.Edge-Agent-Reasoning-WebSearch-260K
Edge Agent Reasoning WebSearch 260K
Abstract
The Edge-Agent-Reasoning-WebSearch-260K dataset is a massive, synthetically expert-engineered corpus of over 700 Million tokens, designed to train small, local models (SLMs) and edge-deployed agents in advanced problem deconstruction and self-aware reasoning.
Rather than training a model to execute instructions directly—which often leads to hallucinations when context is missing—this dataset trains a model to act as a… See the full description on the dataset page: https://huggingface.co/datasets/svryn/Edge-Agent-Reasoning-WebSearch-260K.