Data Datasets
88 resources · page 1 of 3
AI9Stars model and dataset registry
Creator not supplied; see original source.
AI9Stars Hugging Face organisation: compact G9 language models and datasets.
AMLSim
Creator not supplied; see original source.
IBM AMLSim GitHub repo: multi-agent simulator generating synthetic bank transaction data for anti-money-laundering research.
Argilla
Creator not supplied; see original source.
Argilla GitHub repo: collaboration tool for building datasets with human feedback and annotation.
ColBERT
Creator not supplied; see original source.
Stanford ColBERT GitHub repo: late-interaction neural retrieval model and library.
Common Crawl
Creator not supplied; see original source.
Common Crawl: nonprofit maintaining an open repository of web crawl data, a common source of model training data.
data engineering / RAG pipelines
Creator not supplied; see original source.
InfiniFlow RAGFlow GitHub repo: open-source retrieval-augmented generation engine with document parsing.
datatrove
Creator not supplied; see original source.
Hugging Face datatrove GitHub repo: large-scale text data processing library, used to build FineWeb.
DatologyAI
Creator not supplied; see original source.
DatologyAI: company offering automated curation of model training data.
Docling (IBM)
Creator not supplied; see original source.
IBM Docling GitHub repo: converts PDFs and other documents into structured formats for generative AI.
FathomNet
Creator not supplied; see original source.
FathomNet: labelled database of underwater images with ML tools for analysing ocean visual data.
FineWeb
Creator not supplied; see original source.
Hugging Face FineWeb dataset: about 15 trillion tokens of filtered English web text for LLM pretraining.
Global Fishing Watch
Creator not supplied; see original source.
Global Fishing Watch: uses machine learning on satellite and vessel data to map human activity at sea.
HF datasets
Creator not supplied; see original source.
Hugging Face Datasets hub: searchable catalogue of public machine-learning datasets.
LightOn HF
Creator not supplied; see original source.
LightOn Hugging Face organisation: retrieval, OCR and language models.
OtterTune wiki: An End-To-End Tuning Example
Creator not supplied; see original source.
OtterTune wiki page on GitHub (CMU): end-to-end example of machine-learning database configuration tuning.
Marker (Datalab)
Creator not supplied; see original source.
Datalab Marker GitHub repo: converts PDF documents to Markdown and JSON.
MinerU (OpenDataLab)
Creator not supplied; see original source.
OpenDataLab MinerU GitHub repo: converts PDFs and Office documents into Markdown and JSON.
Multimodal Universe
Creator not supplied; see original source.
Multimodal Universe GitHub repo: large dataset of astronomical images, spectra and light curves for training ML models.
MVTec Anomaly Detection dataset
Creator not supplied; see original source.
MVTec AD dataset page: over 5,000 high-resolution images for industrial anomaly detection and localisation.
Qwen-Agent
Creator not supplied; see original source.
QwenLM Qwen-Agent GitHub repo: agent framework with function calling, MCP and code interpreter for Qwen models.
RAG_Techniques
Creator not supplied; see original source.
RAG_Techniques GitHub repo (Nir Diamant): notebooks demonstrating many retrieval-augmented generation techniques.
circuit_training: Ariane RISC-V example
Creator not supplied; see original source.
Ariane documentation in Google's circuit_training repo: RL chip floorplanning on the Ariane RISC-V design.
Vera C. Rubin Observatory
Creator not supplied; see original source.
Vera C. Rubin Observatory: NSF–DOE telescope running the LSST survey, whose alert stream requires ML triage.
xView2 / xBD
Creator not supplied; see original source.
xView2 challenge site: xBD satellite imagery dataset for assessing building damage after natural disasters.
Yambda dataset
Creator not supplied; see original source.
Yandex Yambda dataset on Hugging Face: large music-streaming interaction dataset for recommender-system research.
Postman: Write scripts to test API response data
Creator not supplied; see original source.
Postman documentation on writing test scripts that assert API response data.
DataTalksClub LLM Zoomcamp
Creator not supplied; see original source.
DataTalksClub LLM Zoomcamp GitHub repo: free course on building LLM and RAG applications.
Summarize incidents with Microsoft Copilot in Microsoft Defender
Creator not supplied; see original source.
Microsoft Learn page on generating incident summaries with Microsoft Copilot in Microsoft Defender.
Getting started with Pulumi Neo
Creator not supplied; see original source.
Pulumi documentation on setting up Pulumi Neo, an AI agent for infrastructure-as-code tasks.
How to Shape a Strong AI Testing and Evaluation Ecosystem (Scale AI)
Creator not supplied; see original source.
Scale AI policy post on building an AI testing and evaluation ecosystem for the United States.
Screen annotators with Exams for higher-quality data (Toloka)
Creator not supplied; see original source.
Toloka post on screening data annotators with training and exams to improve label quality.
Using GitHub Copilot code review
Creator not supplied; see original source.
GitHub documentation on requesting pull-request code reviews from GitHub Copilot.