datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
genai-image-tag-db
GenAI Image Tag DB (cc0-1.0)
This repository contains the cc0-1.0 build of the tag database.
The main artifact is the SQLite database. The parquet_danbooru/ directory is a derived export so the Hugging Face Dataset Viewer can preview a subset of rows (Danbooru-only).
Files
genai-image-tag-db-cc0.sqlite: SQLite database
parquet_danbooru/*.parquet: Parquet export for Dataset Viewer
build_manifest.json: Build manifest (revisions and stats)
report/: Source effects… See the full description on the dataset page: https://huggingface.co/datasets/NEXTAltair/genai-image-tag-db.genai-image-tag-db-CC4
GenAI Image Tag DB (cc-by-4.0)
This repository contains the cc-by-4.0 build of the tag database.
The main artifact is the SQLite database. The parquet_danbooru/ directory is a derived export so the Hugging Face Dataset Viewer can preview a subset of rows (Danbooru-only).
Files
genai-image-tag-db-cc4.sqlite: SQLite database
parquet_danbooru/*.parquet: Parquet export for Dataset Viewer
build_manifest.json: Build manifest (revisions and stats)
report/: Source… See the full description on the dataset page: https://huggingface.co/datasets/NEXTAltair/genai-image-tag-db-CC4.genai-image-tag-db-mit
GenAI Image Tag DB (mit)
This repository contains the mit build of the tag database.
The main artifact is the SQLite database. The parquet_danbooru/ directory is a derived export so the Hugging Face Dataset Viewer can preview a subset of rows (Danbooru-only).
Files
genai-image-tag-db-mit.sqlite: SQLite database
parquet_danbooru/*.parquet: Parquet export for Dataset Viewer
build_manifest.json: Build manifest (revisions and stats)
report/: Source effects and health… See the full description on the dataset page: https://huggingface.co/datasets/NEXTAltair/genai-image-tag-db-mit.sms-spam-enriched
SMS Spam Enriched Dataset
An enriched version of the classic SMS Spam Collection Dataset from UC Irvine with additional engineered features and semantic embeddings.This dataset is designed for spam detection, feature engineering experiments, and model interpretability research.
Dataset Overview
Total samples: 5,171
Classes:
0: Ham (non-spam)
1: Spam
Enrichments Added
Alongside the raw SMS text (sms) and labels (label), we engineered multiple new… See the full description on the dataset page: https://huggingface.co/datasets/GenAIDevTOProd/sms-spam-enriched.GenAI-EdSent
📄 Associated Paper
Title: Unveiling User Perceptions in the Generative AI Era: A Sentiment-Driven Evaluation of AI Educational Apps' Role in Digital Transformation of E-Teaching
Authors: Adeleh Mazaheriyan (Islamic Azad University) & Erfan Nourbakhsh (University of Isfahan)
Abstract: This study performs a sentiment-driven evaluation of user reviews from 22 top AI ed-apps on the Google Play Store to assess efficacy, challenges, and pedagogical implications. Our pipeline leverages… See the full description on the dataset page: https://huggingface.co/datasets/Erfan-Nourbakhsh/GenAI-EdSent.genai-incidents
GenAI & Agentic AI Security Incidents
13,060 real-world and research incidents involving generative-AI and agentic-AI
systems — prompt injection, jailbreaks, data exfiltration, deepfakes, model and
supply-chain compromise, agent hijacking, and AI-enabled harms — cross-mapped to six
taxonomies. Dataset version 2.10.0.
Every applicable incident is tagged with four core taxonomies:
OWASP Top 10 for LLM Applications (2026) — LLM01–LLM10
OWASP Agentic Top 10 (ASI) — ASI01–ASI10
NIST… See the full description on the dataset page: https://huggingface.co/datasets/emmanuelgjr/genai-incidents.GenAlphaBench
GenAlphaBench
A safety-annotated benchmark of 239 Generation Alpha (born 2010-2024) expressions for
evaluating LLM comprehension and safety assessment of youth digital language. Each
expression is annotated across a six-category risk taxonomy (R0 neutral through R5
cultural variant), platform contexts, community origin, temporal metadata, and usage
examples, with per-expression source documentation for origin, meaning, and evolution
claims.
Canonical file:… See the full description on the dataset page: https://huggingface.co/datasets/systemtwoai/GenAlphaBench.GenAI-MVS
GenAI Multiple Video Synchronization (GenAI-MVS) Dataset
Overview
This dataset contains video clips of five different exercise types with frame-level annotations. The dataset is designed for temporal action classification and exercise form analysis tasks.
Dataset Statistics
Total Videos: 82
Total Frames: 8,029
Classes: 5 (bench_press, deadlift, dips, pullups, pushups)
Splits: Training (54 videos) and Validation (28 videos)
Annotation Format: Binary frame-level… See the full description on the dataset page: https://huggingface.co/datasets/AvihaiNaam/GenAI-MVS.facts-grounding-processed
Dataset Summary
The dataset contains prompts, context documents, and target answers that challenge models to stay grounded in provided context rather than hallucinating.Processing steps added extra features like:
prompt – consolidated instruction + user request + context
has_url_in_context – boolean flag for URLs in context
len_system, len_user, len_context – token/word length statistics
row_id – unique identifier for tracking
Dataset Structure
Splits:
train – 688… See the full description on the dataset page: https://huggingface.co/datasets/GenAIDevTOProd/facts-grounding-processed.gena_test300epThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so_follower",
"total_episodes": 300,
"total_frames": 226118,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
"train": "0:300"
},
"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/Artemzlx/gena_test300ep.genai-gdelt-framing
GenAI Governance Framing in Online News (GDELT 2.0, 2022–2026)
This dataset accompanies the paper:
Framing Generative AI Governance in Online News: A Longitudinal Analysis of 1.1 Million Articles (2022–2026)Brewen Couaran, Yuvraj Singh Pathania, Arjun Rajesh Nair · 2026PDF: paper/paper.pdf · Code: github.com/brewcoua/GenAI-GDELTCompanion site: brewcoua.github.io/GenAI-GDELT
Dataset overview
1,116,091 online news articles from the GDELT 2.0 Global Knowledge Graph… See the full description on the dataset page: https://huggingface.co/datasets/brewcoua/genai-gdelt-framing.genai4t_spx_generationdatabricks-dolly15k-semantic-complexity
Databricks - Dolly 15k – Enriched Variant (Instruction-Tuned with Semantic and Complexity Augmentation)
Overview
This dataset is a semantically enriched and complexity-aware extension of the original Databricks Dolly 15k, purpose-built for evaluating and training instruction-following models. Each sample is augmented with additional signals to enable more nuanced filtering, curriculum learning, and benchmark development across diverse NLP tasks.
Dataset Format
Each… See the full description on the dataset page: https://huggingface.co/datasets/GenAIDevTOProd/databricks-dolly15k-semantic-complexity.NIFTY-feature-enhanced
NIFTY-Feature-Enhanced
Dataset Summary
NIFTY-Feature-Enhanced is a multi-modal, finance-focused dataset built on top of raeidsaqur/NIFTY
.
We enrich the original dataset with structured financial indicators, derived signals, temporal features, sentiment scores, embeddings, and event tags.
This makes it suitable for:
Predictive ML models (e.g., XGBoost, LSTMs, Transformers)
Financial NLP tasks (sentiment, RAG, semantic search)
Multi-modal research (numeric + textual… See the full description on the dataset page: https://huggingface.co/datasets/GenAIDevTOProd/NIFTY-feature-enhanced.GenAi-Public-Responsegena_test100kThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so_follower",
"total_episodes": 100,
"total_frames": 76948,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
"train": "0:100"
},
"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/Artemzlx/gena_test100k.gena_testdrugoyThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so_follower",
"total_episodes": 50,
"total_frames": 46868,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
"train": "0:50"
},
"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/Artemzlx/gena_testdrugoy.GenAI-Bench_video_generation_processedgena_test_only100kThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so_follower",
"total_episodes": 50,
"total_frames": 39520,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
"train": "0:50"
},
"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/Artemzlx/gena_test_only100k.genai-tools-platforms-data
🧠 Generative AI Tools & Platforms (2025)
Author: Tarek Masryo · KaggleLicense: CC BY 4.0 (Attribution)
A clean, structured catalog of 113 Generative AI tools and platforms released up to 2025.
Each row represents one tool/platform and includes:
Vendor/maintainer
Canonical category and primary modality
API availability and status
Open-source indicator
Release year + derived timeline features
Modality flags and breadth count
Designed for ecosystem mapping, benchmarking, and… See the full description on the dataset page: https://huggingface.co/datasets/tarekmasryo/genai-tools-platforms-data.dl_genai_face_datasetGenAIHealthCare
GenAIHealthCare
tags: EHR, Diagnosis, Prediction
Note: This is an AI-generated dataset so its content may be inaccurate or false
Dataset Description:
The 'GenAIHealthCare' dataset is a curated collection of Electronic Health Record (EHR) entries designed to support machine learning models focused on improving diagnostic prediction in the healthcare domain. Each entry in the dataset comprises a patient record that includes historical health data, symptoms, diagnostic codes, and… See the full description on the dataset page: https://huggingface.co/datasets/infinite-dataset-hub/GenAIHealthCare.SC-train-valid-test_SDG-Descriptions-GenAI-01skill_embeddingsdl_genai_face_datasetgenai4t_exchange_ratebig5_questionrt-genai-dataset-v1genai-datasetgenAI