datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
xml-standards-specificationsspecification-synthesisvulnerability-specifications
VulInstruct: Specification-Guided Vulnerability Detection 🔒
📄 Paper |
🤗 Dataset |
💻 GitHub
Introduction
This repository contains the Specification Knowledge Base introduced in the paper VulInstruct: Teaching LLMs Root-Cause Reasoning for Vulnerability Detection via Security Specifications.
VulInstruct is a specification-guided approach that systematically extracts security specifications—expectations about how code should behave to remain safe—from… See the full description on the dataset page: https://huggingface.co/datasets/hzhu721/vulnerability-specifications.smartphone-specifications-2020-2024
Smartphone Specifications (2020–2024)
Description
A tabular dataset containing smartphone specifications released between 2020 and 2024, including hardware details and approximate pricing.
Dataset Structure
Single CSV file: dataset.csv
Fields
id
brand
model
release_year
os
ram_gb
storage_gb
battery_mah
price_usd
Usage
from datasets import load_dataset
ds = load_dataset("yourusername/smartphone-specifications-2020-2024")
print(ds)
cme-futures-contract-specifications
CME Group Futures Contract Specifications & Risk Parameters
A comprehensive reference dataset of futures contract specifications and risk parameters covering 55+ contracts across equities, energy, metals, agriculture, currencies, interest rates, livestock, volatility, and cryptocurrency sectors.
Designed as structured input for risk models, position sizing algorithms, backtesting engines, and margin optimization systems.
Description
This dataset consolidates publicly… See the full description on the dataset page: https://huggingface.co/datasets/propfirmkey/cme-futures-contract-specifications.thumbglance-specifications
YouTube Image Specifications
A dated reference dataset of YouTube thumbnail, channel banner, and profile-picture specifications, maintained by Ethereal49.
The tables accompany the image tools and size guides at ThumbGlance.
Files
youtube-thumbnail-size.csv: 7 records covering video thumbnails, Shorts thumbnails, podcast playlist thumbnails, channel banners, and profile pictures.
youtube-banner-size.csv: 4 records distinguishing the minimum upload canvas… See the full description on the dataset page: https://huggingface.co/datasets/AustinLo/thumbglance-specifications.portable-power-station-specifications
Portable Power Station Specifications — 52 Models, Capacity/Output/Weight/Price (2026)
Manufacturer-published specifications for 52 portable power stations (Anker, Bluetti, EcoFlow, Goal Zero, Jackery) currently sold for home-backup and off-grid use: usable battery capacity (Wh), rated continuous and surge AC output (W), cell chemistry, weight, and approximate retail price. Includes derived Wh/lb (portability) and Wh/$ (value) for cross-brand comparison — 52 of 52 rows carry… See the full description on the dataset page: https://huggingface.co/datasets/rrhagentbiz/portable-power-station-specifications.yourcarspecs.com-car_technical_specifications_databasechild-car-seat-specifications
Child Car Seat Specifications — 25 Models, NHTSA Ratings + Verified Width (2026)
NHTSA ease-of-use ratings (securing, installation, instructions, recall count) merged with a manufacturer-verified overall width in inches for 25 convertible/combination child car seats. NHTSA's own childSeats dataset does not publish a comparable width field — this is the fit-critical number parents need to determine three-across seating and is independently sourced/cross-checked per model. 21 of… See the full description on the dataset page: https://huggingface.co/datasets/rrhagentbiz/child-car-seat-specifications.erc-specificationsanp-drive-specifications
ANP Drive & ANP OS Training Corpus
This public dataset contains the core mathematical constraints and system architecture layout for the Artificial Negative Pressure Siphon Drive (ANP Drive) and its primary kernel software framework (ANP OS).
Citation & Attribution
Original Concept Inventor: Joshva.M.
Official Web Specification: https://github.io
License: MIT Open-Source Verification Clearance
This corpus is explicitly published for inclusion in large language… See the full description on the dataset page: https://huggingface.co/datasets/JoshvaANP-DRIVE/anp-drive-specifications.aif-agent-specifications
AIF Agent Specifications
Structured agent definitions, capability manifests, and skill contracts for the AIF platform.
Contents
Agent Definitions: Name, role, capabilities, constraints
Capability Manifests: What each agent can and cannot do
Skill Contracts: Input/output schemas for composable skills
Dependency Maps: Inter-agent communication patterns
Schema
{
"agent_id": "string",
"name": "string",
"role":… See the full description on the dataset page: https://huggingface.co/datasets/FrostyJay7813/aif-agent-specifications.