datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
electrical-panels-dataset
Electrical Panels Detection Dataset
Auto-scraped, CLIP-filtered, YOLOE-26 annotated.
Classes: 107
Target images per class: 500
Annotation: Two-pass YOLOE-26m + SAM
Teacher model: YOLOE-26m-seg
Student model: YOLO26n (knowledge distilled)
Electrical-engineering
To the electrical engineering community
This dataset contains Q&A prompts about electrical engineering, Kicad's EDA software features and scripting console Python codes.
Authors
STEM.AI: stem.ai.mtl@gmail.comWilliam Harbec
Urban-Electrical-Distribution-DatasetElectricalElectronicsIR
Electrical & Electronics Engineering Information Retrieval Dataset - EEIR
Overview
EEIR is a domain-specific information retrieval dataset designed for training text retrieval and sentence similarity models in the electrical and electronics engineering (EE) domains. It provides question-passage pairs where each question is paired with a relevant academic-style passage, mimicking the format of peer-reviewed literature. This dataset was generated using OpenAI models… See the full description on the dataset page: https://huggingface.co/datasets/disham993/ElectricalElectronicsIR.task695_mmmlu_answer_generation_electrical_engineering
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task695_mmmlu_answer_generation_electrical_engineering
Additional Information
Citation Information
The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it:
@misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions,
title={Super-NaturalInstructions: Generalization via Declarative Instructions on… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task695_mmmlu_answer_generation_electrical_engineering.LLM_Electrical_Engineering_Educational_Synthetic_DialogDataset Card for LLM_Electrical_Engineering_Educational_Synthetic_Dialog
The full CJ Jones' synthetic dataset catalog is available at: https://datadeveloper1.gumroad.com
Want more? 🚀 Get the AI Startup Bundle from Gumroad.
Dataset Description
The LLM_Electrical_Engineering_Educational_Synthetic_Dialog dataset contains AI-generated conversational interactions designed for training large language models in electrical engineering education. This synthetic dialogue corpus simulates tutor-student… See the full description on the dataset page: https://huggingface.co/datasets/CJJones/LLM_Electrical_Engineering_Educational_Synthetic_Dialog.industrial-asset-level-electrical-energy-dataset
Open Energy Dataset — Star Schema
1. Overview
This star schema models the Gold-layer 15-minute energy aggregates from an industrial manufacturing facility in Ireland. The source dataset covers 43 monitored assets over ~12 months (2024-12-31 to 2025-12-31), with 1,039,873 ALL-phase windows totalling 2.96 GWh of measured electrical energy.
The facility employs ~150 personnel under continuous production. Monitored loads include hydraulic presses, air compressors… See the full description on the dataset page: https://huggingface.co/datasets/renumics/industrial-asset-level-electrical-energy-dataset.electrical-symbols-dataset
Electrical Symbols Dataset
33,502 industrial electrical symbols for automatic classification, schematic OCR, and vision RAG in automation engineering.
Dataset Details
Dataset Description
33.5K PNG images of EPLAN IEC, NFPA, GB electrical symbols with complete technical metadata and AI-generated visual descriptions.
Curated by: Covaga
Expenses: 33€
Dataset Sources
Uses
Automatic symbol classification
Industrial OCR for electrical… See the full description on the dataset page: https://huggingface.co/datasets/covaga/electrical-symbols-dataset.ElectricalNER
Electrical Engineering NER Dataset - ElectricalNER
Overview
ElectricalNER is a domain-specific Named Entity Recognition (NER) dataset designed for applications in the electrical engineering and electronics domains. It provides annotated data for extracting entities like components, materials, design parameters, and standards from technical text. This dataset was generated using GPT-4o-mini and is ideal for research and educational purposes in developing domain-specific… See the full description on the dataset page: https://huggingface.co/datasets/disham993/ElectricalNER.electrical-protection-99393b
electrical-protection-99393b
Synthetic weather test data: 35 rows in data.csv.
All values are randomly generated fictional examples, not real observations, products, or user activity. Intended only for CSV loading and pipeline tests; not suitable for scientific or business conclusions. Columns are sampled independently and do not model real-world correlations.
Fields
sample_id: random identifier for this generated sample.
row_id: sequential row number starting at… See the full description on the dataset page: https://huggingface.co/datasets/Cedar-Steven/electrical-protection-99393b.Electrical-Engineeringcsl-electrical-engineering
csl-electrical-engineering"
由CSL數據集分割出來的電機工程(Electrical Engineering)子集，提供簡繁兩種版本。
from datasets import load_dataset
dataset = load_dataset("p208p2002/csl-electrical-engineering","zh-cn")
dataset = load_dataset("p208p2002/csl-electrical-engineering","zh-tw")
ElectricalDeviceFeedback
Dataset Card for ElectricalDeviceFeedback
This dataset has been created with distilabel.
Dataset Summary
This dataset contains a pipeline.yaml which can be used to reproduce the pipeline that generated it in distilabel using the distilabel CLI:
distilabel pipeline run --config "https://huggingface.co/datasets/disham993/ElectricalDeviceFeedback/raw/main/pipeline.yaml"
or explore the configuration:
distilabel pipeline info --config… See the full description on the dataset page: https://huggingface.co/datasets/disham993/ElectricalDeviceFeedback.ElectricalDeviceFeedbackBalanced
ElectricalDeviceFeedbackBalanced
This dataset contains balanced feedback on electrical devices focusing on smart meters, solar panels, circuit breakers, inverters etc. It extends the original Electrical Device Feedback dataset with additional data generated through Large Language Models (LLMs) and careful prompt engineering.
Dataset Structure
Train: 11,552 samples with balanced class distribution
Mixed: 3,143
Negative: 2,975
Neutral: 2,762
Positive: 2,672
Note: Balance… See the full description on the dataset page: https://huggingface.co/datasets/disham993/ElectricalDeviceFeedbackBalanced.Electrical-engineering-ruTranslated instructions from STEM-AI-mtl/Electrical-engineering into Russian using gemini-flash-1.5-8b.
Electrical-engineering
To the electrical engineering community
This dataset contains Q&A prompts about electrical engineering, Kicad's EDA software features and scripting console Python codes.
Authors
STEM.AI: stem.ai.mtl@gmail.comWilliam Harbec
electrical-data-sourceskknd-3-Electrical_Engineering_Examelectrical-grid-disaster-assessment-50k
Electrical Grid Disaster Assessment Dataset
This dataset contains synthetic supervised training examples for electrical grid assessment and disaster management during natural hazards.
Files
electrical_grid_disaster_training_data_50k.json
electrical_grid_disaster_training_data_50k.jsonl
Schema
Each record contains:
sample_id
instruction
input
output
quality_checks
The dataset is designed for model training tasks such as severity assessment, restoration… See the full description on the dataset page: https://huggingface.co/datasets/naidukr/electrical-grid-disaster-assessment-50k.electrical-componentsmmlu-electrical_engineering-neg-prepend-fix
Dataset Card for "mmlu-electrical_engineering-neg-prepend-fix"
More Information needed
mmlu-electrical_engineering
Dataset Card for "mmlu-electrical_engineering"
More Information needed
mmlu-electrical-engineeringElectrical_BooksDataset containing synthetically generated (by GPT-3.5 and GPT-4) short stories that only use a small vocabulary.
Described in the following paper: https://arxiv.org/abs/2305.07759.
The models referred to in the paper were trained on TinyStories-train.txt (the file tinystories-valid.txt can be used for validation loss). These models can be found on Huggingface, at roneneldan/TinyStories-1M/3M/8M/28M/33M/1Layer-21M.
Additional resources:
tinystories_all_data.tar.gz - contains a superset of… See the full description on the dataset page: https://huggingface.co/datasets/SUSHANT283/Electrical_Books.Electrical-engineering
To the electrical engineering community
This dataset contains Q&A prompts about electrical engineering, Kicad's EDA software features and scripting console Python codes.
Authors
STEM.AI: stem.ai.mtl@gmail.comWilliam Harbec
africa-malawi-electrical-distribution-grid-maps-c8cddcb1
Electrical Distribution Grid Maps | Africa (Malawi official open data)
16,740 rows - 1 Africa country - not-applicable - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Malawi as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Electrical Distribution Grid Maps
Publisher: AI… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-malawi-electrical-distribution-grid-maps-c8cddcb1.africa-electricaldistributiongridmaps
Electrical Distribution Grid Maps | Africa (original)
Size category: 10K<n<100K - Formats: parquet - Sector: humanitarian_development - 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 analysts… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-electricaldistributiongridmaps.Electrical_Engineering-trans-koElectrical-Spark-Short-Circuit-Anomaly-Event-Detection-Dataset
Electrical Spark Short-Circuit Anomaly Event Detection Dataset
With the rapid development of industrial automation, the frequency of using electrical equipment continues to increase, yet the frequent occurrence of short-circuit events seriously affects the safety and reliability of the equipment. Existing monitoring systems mostly rely on traditional sensors, which cannot timely and accurately identify short-circuit anomaly events, leading to potential hazards not being eliminated… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Electrical-Spark-Short-Circuit-Anomaly-Event-Detection-Dataset.africa-malawi-electrical-distribution-grid-maps-19ca8d36
Electrical Distribution Grid Maps | Africa (Malawi official open data)
56,637 rows - 1 Africa country - not-applicable - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official CSV resource from Malawi as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Electrical Distribution Grid Maps
Publisher: AI… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-malawi-electrical-distribution-grid-maps-19ca8d36.