DsDm: Model-Aware Dataset Selection with Datamodels

Logan Engstrom; Axel Feldmann; Aleksander Madry

2024 ICML ICML 2024

DsDm: Model-Aware Dataset Selection with Datamodels

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

🌉 Interdisciplinary Bridge - Artificial Intelligence and Natural Language Processing

🐣 Hot Topic Early Bird - model performance

Authors

Logan Engstrom, Axel Feldmann, Aleksander Madry

Topics

Artificial Intelligence > Core AI > Foundation Models Machine Learning > Optimization & Theory > Optimization Natural Language Processing > Resources & Methods > Large Language Models

Keywords

model performance dataset selection large-scale model compute multiplier datamodels representative tasks

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