Learn how to create & prepare a dataset for fine-tuning.
Datasheets for Datasets
The machine learning community currently has no standardized process for documenting datasets, which can lead to severe consequences in high-stakes domains. To address this gap, we propose...
DataRater: Meta-Learned Dataset Curation
The quality of foundation models depends heavily on their training data. Consequently, great efforts have been put into dataset curation. Yet most approaches rely on manual tuning of...
Find Open Datasets for AI and Research | Kaggle
Browse and download hundreds of thousands of open datasets for AI research, model training, and analysis. Join a community of millions of researchers, developers, and builders to share and collaborate on Kaggle.
Unsloth Docs | Unsloth Documentation
Unsloth is an open-source framework for running and training LLMs.
Data Resources
OSoMe is home to a number of datasets that are available to the IU research community. Many of these data resources, including the Botometer Pro API and the...
Show me the data - Design Notes
Unsloth - Train and Run Models Locally
Unsloth is an open-source, no-code web UI for training, running and exporting open models in one unified local interface.
Unlocking Dataset Value for AI-Enabled Scientific Discovery (AI Datasets)
All proposals must be submitted in accordance with the requirements specified in the funding opportunity and in the Proposal & Award Policies & Procedures Guide (PAPPG) and its supplements.
Unlocking Dataset Value for AI-Enabled Scientific Discovery (AI Datasets)
All proposals must be submitted in accordance with the requirements specified in the funding opportunity and in the Proposal & Award Policies & Procedures Guide (PAPPG) and its supplements.
An Introduction to Statistical Learning
As the scale and scope of data collection continue to increase across virtually all fields, statistical learning has become a critical toolkit for anyone who wishes to understand data. An Introduction to Statistical Learning provides a broad and less technical treatment of key topics in statistical learning. This book is appropriate for anyone who wishes to use contemporary tools for data analysis.
Podium — open data search
Podium: a search engine for open data published on the AT Protocol — Matadisco datasets, Astrosky transient events, and more.
Training a vision model, or how I learned to stop worrying and love dataset curation
Note: this is not some beginners guide, or how-to. Its an experiment in high dimensional space manifold gymnastics. Quick links to the model and dataset if you don’t care for the narrative version: This is the Badger Model 55 Water Meter: This thing sucks to read. Get down on your knees, enjoy the cement floor of a dark basement room, pull out a flash light and just try to guess if water is leaking from somewhere. The water company knows what they bill you, but your costs jump around li...
