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Predictive maintenance, quality control, supply chain, industrial sensors, factory automation
1,040 datasets
SWE-Factory is an automated system for generating issue resolution training data and evaluation benchmarks. The dataset, created by Deep-Software-Analytics, was last updated on June 21, 2025. It is hosted on Hugging Face under the 'Swesetupbench Lite' repository.
NASA Ames research presents run-to-failure data from a controlled thermal overstress experiment on power MOSFETs. The study identifies increasing ON-state resistance as a key failure precursor linked to die-attach degradation. Prognostic algorithms, including Gaussian process regression and Kalman filters, were validated using this data.
MBHM is a multimodal dataset for bearing health management created by SIA-IDE and released in 2024. It integrates vibration signals and a health management text corpus derived from 9 distinct public datasets to support industrial diagnostic research.
CHAOZHAO-1 released the Hustbearing Dataset in May 2025, providing laboratory-collected sensor data for bearing fault diagnosis. The collection includes vibration signals captured under both stable and time-varying rotational speeds to support intelligent maintenance research.
United States Warehouse Act Licensed Warehouse(s) for state selected, listed by city and county. The dataset is maintained by the Department of Agriculture and was last updated in April 2025. Specific row counts, column details, and warehouse attributes are not provided in the input.
GF-Minecraft Dataset is a resource for creating new games with generative interactive videos. The dataset was created by researchers from The University of Hong Kong and Kuaishou Technology and was last updated on March 22, 2025. It is hosted on Hugging Face by the author KlingTeam.
Performance metrics from the National Institute of Standards and Technology benchmark a robotic system completing a peg-in-hole assembly task. The data compares next-generation robotic hand technology against conventional parallel gripper technologies for manufacturing insertion capabilities.
Government Digital Service provides a lookup file mapping Welsh wards to Senedd Cymru constituencies as of 31 December 2024. The dataset includes codes and names for wards, unitary authorities, and constituencies, with a file size of 184KB. It was last updated on 28 November 2024.
A dataset for supervised fine-tuning of language models, hosted on Hugging Face. The dataset was uploaded by llamafactory and last updated on February 18, 2025. Its specific content and size are not detailed in the provided metadata.
1 dataset file named mulberry_sft.json containing conversational data for fine-tuning the Mulberry model series. The data follows the ShareGPT format and is structured with a messages column to support multi-turn dialogue training via the LLaMA-Factory framework.
A Web Map Service (WMS) layer published on January 16, 2025, provides the official development plan ‘Vollenburg West (Urschrift)’ for the municipality of Efringen-Kirchen, Germany. The data originates from the XPlanung 5.0 standard and is served by the Bundesamt für Kartographie und Geodäsie. It describes land designated for mixed and commercial use in the Kleinkems district, specifically a former cement factory site.
The dataset includes heterogeneous data sources collected from telemetry datasets of IoT and IIoT sensors, operating systems datasets of Windows 7 and 10 as well as Ubuntu 14 and 18 TLS, and network traffic datasets. It was collected from a realistic and large-scale network designed at the University of New South Wales. The dataset was uploaded to HuggingFace by codymlewis and last updated on December 6, 2024.
A collection of resources for vibration analysis, including papers and datasets, curated by author Charlie5DH. The repository was last updated in February 2025 and is tagged for topics like predictive maintenance and machine learning.
Capybara is a multi-turn chat dataset in ShareGPT format curated by agentlans for use with LLaMA-Factory. Each line contains a conversation between a human user and a GPT AI, starting with a human message, and the dataset is exclusively in English. The dataset was last updated on July 19, 2024.
1,016 U.S. commodities defined by the 2017 NAICS system have greenhouse gas emission factors based on 2022 GHG data. The dataset provides three factor types per commodity: Supply Chain Emissions without Margins (SEF), Margins (MEF), and their combined total (SEF+MEF). It was produced by the U.S. Environmental Protection Agency and updated in July 2024.
Glaive-function-calling-v2 dataset is formatted for ShareGPT and can be used in LLaMA Factory by specifying --dataset glaive_toolcall_100k. The dataset was uploaded by author hiyouga to Hugging Face on 2024-07-20. Its specific content and size are not detailed in the provided metadata.
Government Digital Service provides a lookup file mapping Welsh wards to Senedd Cymru constituencies as of 31 December 2023. The dataset includes nine text fields with codes and names for wards, unitary authorities, and constituencies. It was last updated on the platform on 29 April 2024.
A dataset for predictive maintenance modeling, hosted on Hugging Face by EddyGiusepe. It was last updated in July 2024 and is categorized as containing up to 100,000 rows of tabular data. The specific source and original collection method are not detailed.
NASA Earthdata hosts a dataset from a National Science Foundation-funded study on Antarctic cryoconite holes. The research examines how nutrient limitation and viral interactions shape microbial community assembly through controlled microcosm experiments. The dataset, provided by AMD_USAPDC, was last updated in April 2024.
The Federal Motor Carrier Safety Administration's Safety Measurement System monitors motor carrier on-road safety performance. It groups carrier data into seven Behavioral Analysis and Safety Improvement Categories to identify potential safety problems.