datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Mechanical-Components
Mechanical Components Vibration Dataset
Comprehensive multi-source mechanical vibration dataset for training cross-component fault diagnosis and prognostics models. Designed for the Mechanical-JEPA project.
Total: ~12,000+ samples | 9.5 GB | 16 sources | 5 component types
Quick Start
from datasets import load_dataset
bearings = load_dataset("Forgis/Mechanical-Components", "bearings", split="train")
gearboxes = load_dataset("Forgis/Mechanical-Components", "gearboxes"… See the full description on the dataset page: https://huggingface.co/datasets/Forgis/Mechanical-Components.camel-componentsk8s-kubectl-35k
Dataset Card for "k8s-kubectl-35k"
More Information needed
pc-components-reviews
Dataset Card for pc-components-reviews
This dataset has been created with distilabel.
The pipeline script was uploaded to easily reproduce the dataset:
generate_pc_components.py.
It can be run directly using the CLI:
distilabel pipeline run --script "https://huggingface.co/datasets/argilla/pc-components-reviews/raw/main/generate_pc_components.py"
Dataset Summary
This dataset contains a pipeline.yaml which can be used to reproduce the pipeline that… See the full description on the dataset page: https://huggingface.co/datasets/argilla/pc-components-reviews.cdg-tech-components-integration-dataset
Character Pool Dataset: 81 Characters - Generated by Conversation Dataset Generator
This dataset was generated using the Conversation Dataset Generator script available at https://cahlen.github.io/conversation-dataset-generator/.
Generation Parameters
Number of Conversations Requested: 1000
Number of Conversations Successfully Generated: 1000
Total Turns: 5132
Model ID: meta-llama/Meta-Llama-3-8B-Instruct
Generation Mode:
Topic & Scenario
Initial Topic:… See the full description on the dataset page: https://huggingface.co/datasets/cahlen/cdg-tech-components-integration-dataset.k8s-kubectl-cot-20k
Dataset Card for "k8s-kubectl-cot-20k"
More Information needed
asia-who-financial-hardship-in-health-and-components-population
Financial hardship in health and components (SDG 3.8.2, 2025 definition): population (%) | Asia (WHO GHO)
🌏 4,884 observations · 39 Asia countries · 1992–2024 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 4,884 observations of Financial hardship in health and components (SDG 3.8.2, 2025 definition): population (%) data across 39 Asia countries, spanning 1992–2024, covering 1 distinct indicators.
About the source
Source: WHO… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-who-financial-hardship-in-health-and-components-population.Mechanical-Components
Mechanical Components Vibration Dataset
Comprehensive multi-source mechanical vibration dataset for training cross-component fault diagnosis and prognostics models. Designed for the Mechanical-JEPA project.
Total: ~12,000+ samples | 9.5 GB | 16 sources | 5 component types
Quick Start
from datasets import load_dataset
bearings = load_dataset("Forgis/Mechanical-Components", "bearings", split="train")
gearboxes = load_dataset("Forgis/Mechanical-Components"… See the full description on the dataset page: https://huggingface.co/datasets/introvoyz041/Mechanical-Components.construct-v1-componentsUMA-Dataset-LLM-Components-v2
UMA-IA/VELA-Components-v2
Authors
Youri LALAIN, Engineering student at French Engineering School ECE
Lilian RAGE, Engineering student at French Engineering School ECE
Dataset Summary
The UMA-IA/VELA-Components-v2 is a specialized dataset designed for training language models in the field of aerospace and aeronautical engineering components. It consists of structured question-answer pairs related to aerospace propulsion components, particularly focusing on… See the full description on the dataset page: https://huggingface.co/datasets/Alyon-AI/UMA-Dataset-LLM-Components-v2.shadcn-componentsk8s-kubectl
Dataset Card for "k8s-kubectl"
More Information needed
africa-uganda-unemployment-rate-14-64-years-components-2012-13-2016-17-2-422dd326
Unemployment Rate 14 64 Years Components 2012 13 2016 17 2 | Africa (Uganda Bureau of Statistics)
18 rows - 1 Africa country/area - 2012-2022 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 18 rows from Uganda Bureau of Statistics, covering Unemployment Rate 14 64 Years Components 2012 13 2016 17 2. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-uganda-unemployment-rate-14-64-years-components-2012-13-2016-17-2-422dd326.africa-who-financial-hardship-in-health-and-components-population
Africa — WHO GHO: Financial hardship in health and components (SDG 3.8.2, 2025 definition): population (%) | Africa (World Health Organization)
Size category: 1K<n<10K - Formats: parquet - Sector: health - 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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-who-financial-hardship-in-health-and-components-population.k8s-kubectl-10k
Dataset Card for "k8s-kubectl-10k"
More Information needed
pc-components-reviews-vectorsdecisionmaking_alternative_components
Automating Alternative Generation in Decision-Making
This repo contains data for alternative generation in decision making from the paper:
@inproceedings{kostiuk-etal-2025-automating,
title = "Automating Alternative Generation in Decision-Making",
author = "Kostiuk, Yevhen and
Seyfried, Clara and
Reed, Chris",
editor = "Christodoulopoulos, Christos and
Chakraborty, Tanmoy and
Rose, Carolyn and
Peng, Violet",
booktitle = "Findings of… See the full description on the dataset page: https://huggingface.co/datasets/arg-tech/decisionmaking_alternative_components.legal-sachzivil-componentsui-components-finetuneeurope-who-financial-hardship-in-health-and-components-population
Financial hardship in health and components (SDG 3.8.2, 2025 definition): population (%) | Europe (WHO GHO)
🇪🇺 5,968 observations · 40 Europe countries · 1990–2024 · Repackaged by Electric Sheep Europe
TL;DR
This dataset contains 5,968 observations of Financial hardship in health and components (SDG 3.8.2, 2025 definition): population (%) data across 40 Europe countries, spanning 1990–2024, covering 1 distinct indicators.
About the source… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepeurope/europe-who-financial-hardship-in-health-and-components-population.