datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
greengenes
Greengenes Dataset (modified for deeptaxa)
This dataset contains 16S rRNA gene sequences with hierarchical taxonomic annotations, designed for training and evaluating models like DeepTaxa. It is a processed version of the Greengenes database, widely used in microbiome research.
Dataset Details
The dataset includes the following files:
File Name
Type
Number of Sequences
Size
gg_2024_09_training.fna.gz
FASTA (sequences)
277,336
~96.4 MB… See the full description on the dataset page: https://huggingface.co/datasets/systems-genomics-lab/greengenes.responsible-agent-workflow-evaluation
Responsible Agent Workflow Evaluation
Version 1.0.0 contains 130 wholly synthetic scenarios for evaluating
whether an AI agent respects safety, permission and accountability boundaries
in operational settings. Thirteen categories contain ten scenarios each. Every
record includes an intentionally unsafe request, contextual facts, expected
safe behaviour, explicitly prohibited behaviour, severity, evaluation criteria
and reviewer guidance.
This is a red-team and… See the full description on the dataset page: https://huggingface.co/datasets/nwhite-systems/responsible-agent-workflow-evaluation.system-stability-collapse-benchmark-casses-v0.1CASSES — Collapse Analysis in State-Space Evaluation Suite
Overview
CASSES is a diagnostic benchmark designed to test whether machine learning systems can detect instability and collapse in dynamic systems.
Most AI benchmarks evaluate models on tasks such as classification, language generation, or reasoning over static data.
CASSES evaluates a different capability:
state-space stability understanding.
The benchmark tests whether a model can identify when a system is approaching a collapse… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/system-stability-collapse-benchmark-casses-v0.1.nwhite-ai-operations-intent-dataset
N.White AI Operations Intent Dataset
An entirely synthetic English-language dataset of practical requests for responsible AI-enabled operational work. Each request is labelled with one of eight intents and grounded in a realistic—but fictional—operational context.
The dataset supports the theme practical, responsible AI systems for operational workflows. It is maintained by Whitemore Ngwira (N.White) for N.White Systems.
No real client, employee, learner, policyholder, claimant… See the full description on the dataset page: https://huggingface.co/datasets/nwhite-systems/nwhite-ai-operations-intent-dataset.Artificial-intelligence-dataset-for-IR-systems
Dataset Card for Dataset Name
Dataset Summary
This dataset card aims to be a base template for new datasets. It has been generated using this raw template.
Supported Tasks and Leaderboards
information-retrieval
semantic-search
Languages
English
Dataset Structure
Data Instances
[More Information Needed]
Data Fields
[More Information Needed]
Data Splits
[More Information Needed]
Dataset Creation… See the full description on the dataset page: https://huggingface.co/datasets/Adel-Elwan/Artificial-intelligence-dataset-for-IR-systems.bhasaflow-khasi-monolingual-corpus-v1
BhasaFlow Khasi Monolingual Corpus v1
By Medharvix Systems Private Limited
Overview
A curated monolingual Khasi text corpus for language modeling, NLP research, and linguistic analysis, with a focus on preserving and digitizing low-resource languages of Northeast India.
Dataset Structure
Column
Description
khasi_sentence
Khasi language sentence
Usage
from datasets import load_dataset
ds =… See the full description on the dataset page: https://huggingface.co/datasets/MEDHARVIX-SYSTEMS/bhasaflow-khasi-monolingual-corpus-v1.african-enterprise-ai-use-cases
African Enterprise AI Use Cases
Version 1.0.0 is a structured catalogue of 144 wholly synthetic use
cases for responsible AI and automation planning in African operational
contexts. It covers eight sectors and 24 fictional organisation archetypes.
Every record defines a bounded assistance role, a named human owner, a risk
category and concrete safeguards.
This is a research and planning resource. The examples are not customer
records, case studies or evidence that any use case… See the full description on the dataset page: https://huggingface.co/datasets/nwhite-systems/african-enterprise-ai-use-cases.bhasaflow-khasi-english-parallel-corpus-v1
BhasaFlow Khasi-English Parallel Corpus v1
By Medharvix Systems Private Limited
Overview
A curated parallel corpus of Khasi-English sentence pairs designed for machine translation research and development, with a focus on low-resource language technology for Northeast India.
Dataset Structure
Column
Description
sentence_id
Unique sentence identifier
english_text
English sentence
khasi_text
Khasi translation
Usage
from datasets… See the full description on the dataset page: https://huggingface.co/datasets/MEDHARVIX-SYSTEMS/bhasaflow-khasi-english-parallel-corpus-v1.alitaqishah_eu-ai-act-risk-register-2026-42-ai-systems
EU AI Act Risk Register 2026 | 42 AI Systems
42 AI systems classified by risk tier, article & deadline
Dataset Info
Source: Kaggle
Original Size: 0.01 MB
Kaggle Downloads: 59
Files: 1
Files
eu_ai_act_risk_register_2026.csv
Mirrored from Kaggle
SIMARGL2021-Intrusion-Detection-Systemsqwen-systems-blindspots
🕵️♂️ Qwen Systems Blindspots Evaluation Dataset
🎯 Dataset Summary
This dataset is engineered to evaluate the systemic blindspots and edge-case vulnerabilities of the Qwen models, focusing on AI safety, alignment, and robust reasoning. It is architected to highlight areas where LLMs fail to generalize or maintain safety guardrails in complex, edge-case scenarios.
🏗️ Dataset Structure
The dataset follows a structured format for rigorous evaluation:… See the full description on the dataset page: https://huggingface.co/datasets/MouradGad/qwen-systems-blindspots.agricultural-productivity-food-systems
Agricultural Productivity Food Systems | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: csv - Sector: agriculture_food - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/agricultural-productivity-food-systems.