datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
vidore_v3_industrialViDoRe V3 : Industrial reports
This dataset, Industrial reports, is a corpus of technical documents on military aircrafts (fueling, mechanics...), intended for complex-document understanding tasks. It is one of the 10 corpora comprising the ViDoRe v3 Benchmark.
About ViDoRe v3
ViDoRe V3 is our latest benchmark for RAG evaluation on visually-rich documents from real-world applications. It features 10 datasets with, in total, 26,000 pages and 3099 queries, translated into 6… See the full description on the dataset page: https://huggingface.co/datasets/vidore/vidore_v3_industrial.industrial-instruction-dataset
Industrial-Instruction Dataset
Industrial-Instruction provides benchmark and training-ready QA instances derived from industrial technical reports, designed to evaluate robustness under realistic retrieval conditions. Samples are grounded in retrieved evidence and include irrelevant retrieval, single-/multi-document support, and single-/multi-document answer settings.
Paper
Industrial-Instruction: An End-to-End Framework for Building Instruction-Tuning and… See the full description on the dataset page: https://huggingface.co/datasets/Parssky/industrial-instruction-dataset.rocochallenge2026_Industrial_Assembly_annotatedThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"fps": 10,
"features": {
"observation.images.head": {
"dtype": "video",
"shape": [
240,
320,
3
],
"names": [
"height",
"width",
"channels"
],
"info": {
"video.height":… See the full description on the dataset page: https://huggingface.co/datasets/nikodembartnik/rocochallenge2026_Industrial_Assembly_annotated.industrial_screws_sorting_expertThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.0",
"robot_type": "so100",
"total_episodes": 20,
"total_frames": 29859,
"total_tasks": 1,
"total_videos": 40,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
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},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/kantine/industrial_screws_sorting_expert.industrial-technical-archive
🚀 Latest Updates (July, 2026)
Version: v07.2026 (Verified)
Status: Integrated with 1,000,000+ records.
New Files: product-E-26-07-2026.csv & product-V-26-07-2026.csv.
QTE Technologies: Industrial & Scientific Knowledge Base
Wikidata Entity: Q138411149
IPFS CID: bafybeibogxxuhmzfrsuhcfd4qr4tmc4okhmrcwhp3266hq47ccuyjnjxoq
Official Neural Hub: qtetech.github.io
This is the permanent technical archive for QTE Technologies, ensuring long-term accessibility of… See the full description on the dataset page: https://huggingface.co/datasets/QTE-Technologies/industrial-technical-archive.industrial_soldering_anomalyThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.0",
"robot_type": "so100",
"total_episodes": 15,
"total_frames": 13440,
"total_tasks": 1,
"total_videos": 30,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
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"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/kantine/industrial_soldering_anomaly.industrial_screws_sorting_anomalyThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.0",
"robot_type": "so100",
"total_episodes": 10,
"total_frames": 14926,
"total_tasks": 1,
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"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:10"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/kantine/industrial_screws_sorting_anomaly.industrial_soldering_expertThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.0",
"robot_type": "so100",
"total_episodes": 15,
"total_frames": 13440,
"total_tasks": 1,
"total_videos": 30,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
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},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/kantine/industrial_soldering_expert.industrial-faults
Luviner Industrial Fault Dataset
6,500 labeled samples across 13 classes (1 normal + 12 industrial fault types) with 8 sensor features.
Generated by the Luviner AI synthetic anomaly engine — 12 parametric failure mode generators that produce temporally progressive, physically realistic fault signatures.
Dataset Description
Why synthetic industrial data?
Real industrial failure data is extremely scarce — machines rarely fail, and when they do, the data is often… See the full description on the dataset page: https://huggingface.co/datasets/luviner/industrial-faults.industrial_robothon_hatchAndProbe_expertThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.0",
"robot_type": "so100",
"total_episodes": 10,
"total_frames": 14930,
"total_tasks": 1,
"total_videos": 20,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:10"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/kantine/industrial_robothon_hatchAndProbe_expert.industrial_robothon_hatchAndProbe_anomalyThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.0",
"robot_type": "so100",
"total_episodes": 15,
"total_frames": 20149,
"total_tasks": 1,
"total_videos": 30,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
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},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/kantine/industrial_robothon_hatchAndProbe_anomaly.gim_arm_industrial_assembly_teleop_3cam_joint
gim_arm_industrial_assembly_teleop_3cam_joint
Human teleoperation demonstrations of a single 6-DOF GIM XL arm with a parallel
gripper, recorded at 30 Hz with three RGB cameras.
Task prompt: assemble the industrial parts
Episodes
272
Frames
147,066
Duration
~1.4 h
Control / logging rate
30 Hz
Episode length
301-1359 frames (median 484, mean 541)
Cameras
3 x Intel RealSense D405, 720x1280 colour
Format
LeRobot v3.0
Robot
GIM XL 6-DOF, right arm… See the full description on the dataset page: https://huggingface.co/datasets/RDLwicked/gim_arm_industrial_assembly_teleop_3cam_joint.industrial_robothon_buttons_anomalyThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.0",
"robot_type": "so100",
"total_episodes": 10,
"total_frames": 8960,
"total_tasks": 1,
"total_videos": 20,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:10"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/kantine/industrial_robothon_buttons_anomaly.vn-provinces-industrial-production-index
Vietnam provinces industrial production index
Index of industrial production (previous year = 100) by locality. Coverage 2012-2024. Year 2024 is preliminary. Socio-economic region rows are blank in the NSO source and are omitted from the publish pack. Geographic labels are English (UN/GSO style ASCII romanization). Province names follow ar_core.vn_geo (historical 63-province system).
Figures
Hero
Comparison
Color key
Files
provinces (819 rows)… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-industrial-production-index.industrial-sensor-anomaly-data
Industrial Equipment Sensor Anomaly Data
Overview
Synthetic multivariate sensor data from a simulated manufacturing plant with 5 equipment units (EQ-001 through EQ-005). Each unit generates 10,000 one-minute-interval readings across 11 sensor channels, 2 metadata fields, 3 derived features, and equipment operating mode labels.
The dataset is designed for anomaly detection benchmarking. It embeds 4 distinct anomaly types at approximately 4.5% prevalence:
Thermal runaway —… See the full description on the dataset page: https://huggingface.co/datasets/Petsteb/industrial-sensor-anomaly-data.industrial_robothon_buttons_expertThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.0",
"robot_type": "so100",
"total_episodes": 15,
"total_frames": 13440,
"total_tasks": 1,
"total_videos": 30,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:15"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/kantine/industrial_robothon_buttons_expert.vn-provinces-industrial-cluster-wastewater-treatment
Vietnam industrial cluster wastewater treatment
Vietnam industrial cluster wastewater treatment. Geographic labels are English (UN/GSO style ASCII romanization). Tables cover provinces, regions and national total where present. Province names follow ar_core.vn_geo (historical 63-province system).
Figures
Hero
Comparison
Color key
Files
provinces (182 rows)
data/provinces.csv
data/provinces.dta
data/provinces.xlsx
regions (18 rows)… See the full description on the dataset page: https://huggingface.co/datasets/letrinhan/vn-provinces-industrial-cluster-wastewater-treatment.Synthetic_Industrial_Dataset_For_Energy_Disaggregation_SIDED
Synthetic Industrial Dataset for Energy Disaggregation (SIDED)
Dataset Summary
The Synthetic Industrial Dataset for Energy Disaggregation (SIDED) is a novel, open-source dataset created to address the critical scarcity of high-quality data for Non-Intrusive Load Monitoring (NILM) in the industrial sector. Generated using a high-fidelity Digital Twin simulator that was carefully calibrated with real-world operational data, SIDED provides a rich and diverse benchmark… See the full description on the dataset page: https://huggingface.co/datasets/CInterno/Synthetic_Industrial_Dataset_For_Energy_Disaggregation_SIDED.forge-industrial-control-scenarios
Forge Industrial Control and Telemetry Traces
Deterministic synthetic traces spanning device ingress, signature/quality/range
failures, offline store-and-forward, local inference, sequential agent review,
L0–L4 policy outcomes, electrolyser ramp sequences and multivariate telemetry
anomalies.
No operational plant data, customer data, secrets or real equipment identifiers are included. machine.press-03 and every measurement are fictitious.
Files… See the full description on the dataset page: https://huggingface.co/datasets/sankalpsthakur/forge-industrial-control-scenarios.iran_industrial_licenses_1403.csv
واحدهای دارای پروانه بهرهبرداری وزارت صنعت، معدن و تجارت تا سال ۱۴۰۳
خلاصه دیتاست
این مجموعه داده حاوی اطلاعات کاملی از واحدهای صنعتی دارای پروانه بهرهبرداری است که توسط وزارت صنعت، معدن و تجارت (صمت) تا پایان سال ۱۴۰۳ صادر شدهاند. این اطلاعات شامل جزئیات شناسایی هر واحد، مانند نام، موقعیت مکانی، اطلاعات تماس، مشخصات مجوز و گروههای فعالیت است. این دیتاست منبعی ارزشمند برای محققان اقتصادی، تحلیلگران سیاستگذاری و سرمایهگذاران است.
منبع داده
این دادهها از… See the full description on the dataset page: https://huggingface.co/datasets/Farmaanaa/iran_industrial_licenses_1403.csv.aegis-bilingual-industrial-ai-dataset
AEGIS AI Bilingual Industrial Operations Dataset
AEGIS AI Bilingual Industrial Operations Dataset is a synthetic English–Arabic dataset designed for experimentation with multilingual enterprise AI systems, Retrieval-Augmented Generation (RAG), industrial question answering, document intelligence, semantic search, and AI workflow automation.
The dataset extends the original AEGIS AI industrial dataset with structured Arabic and English representations while preserving industrial… See the full description on the dataset page: https://huggingface.co/datasets/syed7741/aegis-bilingual-industrial-ai-dataset.africa-egypt-capmas-industrial-production-of-private-sector-establishments-5af432a9
Industrial Production of Private Sector Establishments | Africa (CAPMAS Egypt Open Data)
4,045 rows - 1 Africa country/area - 2010-2021 - 58 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 4,045 rows from CAPMAS Egypt Open Data, covering Industrial Production of Private Sector Establishments. 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-egypt-capmas-industrial-production-of-private-sector-establishments-5af432a9.us-industrial-facility-intelligence-sample
US Industrial Facility Intelligence — Free Sample
This is a free 100-record sample. It is a subset of the full 1,464-record commercial dataset, provided so you can evaluate the data before deciding whether the full toolkit is useful to you.
An independent, unofficial dataset by NeuroLab Works. Not affiliated with, sponsored by, or endorsed by the U.S. EPA.
What this is
100 real, deduplicated US industrial facilities regulated under EPA's Toxics Release Inventory… See the full description on the dataset page: https://huggingface.co/datasets/NeuroLabWorks/us-industrial-facility-intelligence-sample.nikodembartnik_rocochallenge2026_Industrial_Assembly_annotated
ROCO Challenge 2026 Industrial Assembly Annotated TsFile
Apache TsFile conversion of
nikodembartnik/rocochallenge2026_Industrial_Assembly_annotated,
an annotated LeRobot v3 industrial-assembly dataset for a vega_1u robot.
Source, author, and license
Original dataset: https://huggingface.co/datasets/nikodembartnik/rocochallenge2026_Industrial_Assembly_annotated
Pinned source revision: 1dd33c9d939e4487c5857a9bb6001c9bbe91af8e
Original repository owner/uploader:… See the full description on the dataset page: https://huggingface.co/datasets/azithromycin/nikodembartnik_rocochallenge2026_Industrial_Assembly_annotated.industrial_machine_predictive_maintenance_classificationindustrial_ds_testThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "ur10e",
"total_episodes": 1,
"total_frames": 1018,
"total_tasks": 1,
"total_videos": 3,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 50,
"splits": {
"train": "0:1"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/eyefly2/industrial_ds_test.africa-egypt-capmas-actual-production-idle-capacity-and-inventory-of-industrial-acti-9b1db526
Actual Production, Idle Capacity, and Inventory of Industrial Activities in Public and Public Business Establishments | Africa (CAPMAS Egypt Open Data)
3,299 rows - 1 Africa country/area - 2010-2022 - 23 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 3,299 rows from CAPMAS Egypt Open Data, covering Actual Production, Idle Capacity, and Inventory of Industrial Activities in Public and Public Business Establishments. It is… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-egypt-capmas-actual-production-idle-capacity-and-inventory-of-industrial-acti-9b1db526.gen_rec_industrial_scientific_all_tasksafrica-egypt-capmas-actual-production-idle-capacity-and-inventory-of-industrial-acti-a4c4e9c6
Actual Production, Idle Capacity, and Inventory of Industrial Activities in Private Sector Establishments | Africa (CAPMAS Egypt Open Data)
3,624 rows - 1 Africa country/area - 2010-2021 - 25 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 3,624 rows from CAPMAS Egypt Open Data, covering Actual Production, Idle Capacity, and Inventory of Industrial Activities in Private Sector Establishments. It is published as ML-ready Parquet… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-egypt-capmas-actual-production-idle-capacity-and-inventory-of-industrial-acti-a4c4e9c6.africa-synth-energy-industrial-energy-consumption-niger
Africa Synth Energy Industrial Energy Consumption Niger | 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-energy-industrial-energy-consumption-niger.