datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
PhysicalAI-WorldModel-Synthetic-Warehouse-Operations-Scenes
PhysicalAI SDG-Warehouse
PhysicalAI SDG-Warehouse is a synthetic, fully-annotated video dataset of staged industrial-safety events captured in a simulated warehouse environment. It contains approximately 123k video clips, totaling roughly 412 hours of footage at 1920x1080 resolution and 30 frames per second, organized across four scenarios: a forklift near-miss with a human worker, a warehouse fire with worker evacuation, a forklift collision with a storage shelf, and a routine… See the full description on the dataset page: https://huggingface.co/datasets/nvidia/PhysicalAI-WorldModel-Synthetic-Warehouse-Operations-Scenes.operations-research
Operations Research (OR) Benchmark
Overview
This benchmark is adapted from ReEvo[1], which originally consists of six types of combinatorial optimization problems (COPs).
We have extended the benchmark by adding a cooperative driving problem that involves complex simulation environments using SUMO.
Check OR-Agent[2] and its repository for more details.
How to cite:
Liu, Q., Hao, R., Li, C. and Ma, W., 2026. OR-Agent: Bridging Evolutionary Search and Structured… See the full description on the dataset page: https://huggingface.co/datasets/qiliuchn/operations-research.managed-care-operations-handbook
Managed-Care Operations Handbook
The role-anchored clinical/operational reference skill for the χ-Bench healthcare-agent benchmark
[!IMPORTANT]
This is a gated artifact. Access is reviewed manually. Complete the access-request form on this page; the actAVA team typically responds within one business day. The handbook is not redistributed with the main actava/chi-bench dataset because of its sensitivity and clinical-author provenance.
What this is
The Managed-Care… See the full description on the dataset page: https://huggingface.co/datasets/actava/managed-care-operations-handbook.logistics-operations
Logistics Operations Database
About this Dataset
What's Inside
A complete operational database from a fictional Class 8 trucking company spanning three years. This isn't scraped web data or simplified tutorial content—it's a realistic simulation built from 12 years of real-world logistics experience, designed specifically for analysts transitioning into supply chain and transportation domains.
The dataset contains 85,000+ records across 14 interconnected tables… See the full description on the dataset page: https://huggingface.co/datasets/yogape/logistics-operations.medium_20000-file_operations_n100k1basic-math-operations
Mathematical Reasoning Dataset
A comprehensive dataset of mathematical problems with detailed step-by-step reasoning and Python verification, designed for training language models to perform mathematical computations with clear explanations.
Dataset Description
This dataset contains mathematical problems across 20 different operation types, each with detailed step-by-step reasoning that explains the mathematical concepts, handles edge cases, and includes Python code… See the full description on the dataset page: https://huggingface.co/datasets/mkurman/basic-math-operations.wwii-bombing-operations-eda
WWII Aerial Bombing Operations - EDA
Video Presentation
Overview
This project presents an end-to-end Exploratory Data Analysis (EDA) of aerial bombing operations conducted during World War II. The goal is to uncover patterns in bombing intensity, target selection, aircraft usage, and geographic distribution across the war years.
The analysis is based on a dataset published by the U.S. Air Force (USAF), containing over 178,000 bombing mission records from 1939… See the full description on the dataset page: https://huggingface.co/datasets/Danielolevsky92/wwii-bombing-operations-eda.nemotron-terminal-file_operations
nemotron-terminal-file_operations
Per-source partition of nvidia/Nemotron-Terminal-Corpus,
filtered to source == "file_operations". The difficulty column preserves the original
easy / medium / mixed split (na for the dataset_adapters/* files, which
did not carry a difficulty label).
Partitioning scheme:
adapters_{code,math,swe} — rows from dataset_adapters/{code,math,swe}.parquet
{skill} (e.g. debugging, security, …) — rows from
synthetic_tasks/skill_based/{easy,medium… See the full description on the dataset page: https://huggingface.co/datasets/laion/nemotron-terminal-file_operations.medium_5000_file_operationsASyMOB-Algebraic_Symbolic_Mathematical_Operations_Benchmark
ASyMOB: Algebraic Symbolic Mathematical Operations Benchmark
This dataset is associated with the paper "ASyMOB: Algebraic Symbolic Mathematical Operations Benchmark".
Abstract
Large language models (LLMs) are increasingly applied to symbolic mathematics, yet existing evaluations often conflate pattern memorization with genuine reasoning. To address this gap, we present ASyMOB, a high-resolution dataset of 35,368 validated symbolic math problems spanning… See the full description on the dataset page: https://huggingface.co/datasets/Shalyt/ASyMOB-Algebraic_Symbolic_Mathematical_Operations_Benchmark.matrix_operations
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░▒▓█▓▒░░▒▓█▓▒░░▒▓█▓▒░▒▓█▓▒░░▒▓█▓▒░… See the full description on the dataset page: https://huggingface.co/datasets/webxos/matrix_operations.medium_5000_file_operations_fixedE3.H2-Synthetic_Hospital_Operations_Environment
Auric Grid Synthetic Hospital Operations Environment
Dataset Descriptor
Dataset ID: E3.H2
Dataset Title: Auric Grid Synthetic Hospital Operations Environment
Dataset Version: E3.H2.v1
Organization: Auric Grid Laboratory
Domain: Hospital operations, patient-flow, and capacity analytics
Population: 50,000 unique synthetic patients
Synthetic operational period: 2031-01-01 to 2031-12-31 (365 days, arbitrary calendar year, not tied to any real events)
Files:… See the full description on the dataset page: https://huggingface.co/datasets/AuricGrid-Laboratory/E3.H2-Synthetic_Hospital_Operations_Environment.operations_plusmission-operations-interviewmedium_5000-file_operations_n100k1training_operations_plusmetal-industry-operations-egocentric-sample
⚙️ Metal Industry Operations — Egocentric Video Dataset (Sample)
This dataset is part of a larger collection of egocentric activity datasets by Verbose Tech Labs LLP. If you want the full dataset, or want access to more categories? Get in touch with us:
📞 Phone: +91 7672 000 500
💬 WhatsApp: +91 7672 000 500
📧 Email: Hello@VerboseTechLabs.com
🌐 Website: VerboseTechLabs.com
🔗 More datasets: kaggle.com/verbosetechlabsllp
Dataset Summary
First-person… See the full description on the dataset page: https://huggingface.co/datasets/VerboseTechLabs/metal-industry-operations-egocentric-sample.african-cement-plant-operations
African Cement Plant Operations | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: energy - 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/african-cement-plant-operations.synthetic-enterprise-operations-pack
Solstice Synthetic Enterprise Operations Pack (Sample)
A curated synthetic internal company dataset spanning engineering, task systems, collaboration, CRM, support, incidents, documents, and account-health workflows. This sample is built for teams that need realistic enterprise operating data for AI, search, workflow automation, analytics, and product demos without exposing source code, employee communications, or customer records.
Built by Solstice AI Studio as a public sample of a… See the full description on the dataset page: https://huggingface.co/datasets/solsticestudioai/synthetic-enterprise-operations-pack.easy_5000_file_operationsenterprise-operations-benchmark
🌐 Kepler Enterprise Operations Exception Benchmark (10k Dataset)
Author: Kepler Operations Intelligence (https://www.getkeplerops.com)
This is the canonical evaluation benchmark for AI models, LLM agents, and automated reconciliation systems detecting operational exceptions, billing leakages, and contract discrepancies.
📊 Dataset Summary
Total Records: 10,000 standardized enterprise transactions
Domains Covered: Logistics & Courier Freight… See the full description on the dataset page: https://huggingface.co/datasets/priteshloke/enterprise-operations-benchmark.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.mixed_1000_file_operationseasy_5000-file_operations_n100k1dev_set_v2_nemotron_terminal_file_operations__Qwen3_8B_20260414_004832easy_5000_file_operations_fixedterminal_bench_2_nemotron_terminal_file_operations__Qwen3_8B_20260414_004925Red_Team_Operations_ShellScript_Dataset
Red Team Operations Shell Script Dataset
Overview
This dataset, identified as shell_script_dataset.jsonl, is a curated collection of 1000 shell scripts designed for Red Team Operations (RTO).
It encompasses tactics, techniques, and procedures (TTPs) for offensive cybersecurity tasks, including reconnaissance, reverse shells, data exfiltration, persistence mechanisms, and defense evasion.
Each entry is structured to provide actionable, stealth-oriented scripts for… See the full description on the dataset page: https://huggingface.co/datasets/darkknight25/Red_Team_Operations_ShellScript_Dataset.nigerian_transport_and_logistics_flight_operations
Nigeria Transport & Logistics – Flight Operations | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - Formats: parquet - Sector: infrastructure_transport - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/nigerian_transport_and_logistics_flight_operations.