datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
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.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
░▒▓██████████████▓▒░ ░▒▓██████▓▒░▒▓████████▓▒░▒▓███████▓▒░░▒▓█▓▒░▒▓█▓▒░░▒▓█▓▒░▒▓██████████████▓▒░ ░▒▓██████▓▒░
░▒▓█▓▒░░▒▓█▓▒░░▒▓█▓▒░▒▓█▓▒░░▒▓█▓▒░ ░▒▓█▓▒░ ░▒▓█▓▒░░▒▓█▓▒░▒▓█▓▒░▒▓█▓▒░░▒▓█▓▒░▒▓█▓▒░░▒▓█▓▒░░▒▓█▓▒░▒▓█▓▒░░▒▓█▓▒░
░▒▓█▓▒░░▒▓█▓▒░░▒▓█▓▒░▒▓█▓▒░░▒▓█▓▒░ ░▒▓█▓▒░ ░▒▓█▓▒░░▒▓█▓▒░▒▓█▓▒░▒▓█▓▒░░▒▓█▓▒░▒▓█▓▒░░▒▓█▓▒░░▒▓█▓▒░▒▓█▓▒░░▒▓█▓▒░
░▒▓█▓▒░░▒▓█▓▒░░▒▓█▓▒░▒▓████████▓▒░ ░▒▓█▓▒░ ░▒▓███████▓▒░░▒▓█▓▒░░▒▓██████▓▒░░▒▓█▓▒░░▒▓█▓▒░░▒▓█▓▒░▒▓████████▓▒░
░▒▓█▓▒░░▒▓█▓▒░░▒▓█▓▒░▒▓█▓▒░░▒▓█▓▒░… See the full description on the dataset page: https://huggingface.co/datasets/webxos/matrix_operations.medium_5000_file_operations_fixedoperations_plusmedium_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_004925nigerian_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.mixed_1000_file_operations_fixedCFR-Title-10-SEC-167B-Unified-Combatant-Command-for-Cyber-Operations
10 U.S.C. § 167b Unified Combatant Command for Cyber Operations
Maintainer: Terry Eppler
Owner: US Federal Government
Dataset Summary
This dataset contains 250 document-grounded question-and-answer records based on 10 U.S.C. § 167b, Unified Combatant Command for Cyber Operations, together with the amendment notes, statutory notes, related implementation provisions, and executive memorandum reproduced with the section.
The source establishes the United… See the full description on the dataset page: https://huggingface.co/datasets/leeroy-jankins/CFR-Title-10-SEC-167B-Unified-Combatant-Command-for-Cyber-Operations.mixed_1000-file_operations_1000_n30k1africa-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-ebed880f
South Sudan Ssd Attacks On Aid Operations Education Health | Africa (Insecurity Insight)
16,432 rows - 1 Africa country/area - 2024-2026 - 26 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 16,432 rows from Insecurity Insight, covering South Sudan Ssd Attacks On Aid Operations Education Health. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-south-sudan-south-sudan-ssd-attacks-on-aid-operations-education-health-ebed880f.hospital-operations-benchmark-results
Hospital Operations — Benchmark Results
Pre-computed policy comparison across manual FCFS, deterministic mean, robust quantile, and rolling horizon scheduling.
Runs: 32Policies: 4
Multi-Environment-Operations-Sharegptsubtractive_material_operations_evalThis dataset is designed for expert evaluation (GDPval) of multimodal models’ ability to understand and execute physical, subtractive material operations described in natural language.
The primary focus is on verbs such as:
engrave
carve
chisel
cut into material
These verbs imply material removal and geometric transformation, not merely visual styling.
Evaluation Goal
The goal of this dataset is to assess whether a model:
✅ correctly performs subtractive geometry
❌ or instead substitutes the… See the full description on the dataset page: https://huggingface.co/datasets/8Planetterraforming/subtractive_material_operations_eval.swebench_verified_random_100_folders_nemotron_terminal_file_operations__Qwen3_86ad9a773