Colin Raffel

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authored a paper 20 days ago

FineWeb2: One Pipeline to Scale Them All -- Adapting Pre-Training Data Processing to Every Language

Paper • 2506.20920 • Published 21 days ago • 61

authored a paper about 1 month ago

The Common Pile v0.1: An 8TB Dataset of Public Domain and Openly Licensed Text

Paper • 2506.05209 • Published Jun 5 • 43

authored a paper 5 months ago

SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model

Paper • 2502.02737 • Published Feb 4 • 236

authored a paper about 1 year ago

The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale

Paper • 2406.17557 • Published Jun 25, 2024 • 98

authored 2 papers over 1 year ago

Resolving Interference When Merging Models

Paper • 2306.01708 • Published Jun 2, 2023 • 14

Distributed Inference and Fine-tuning of Large Language Models Over The Internet

Paper • 2312.08361 • Published Dec 13, 2023 • 28

authored 2 papers about 2 years ago

Git-Theta: A Git Extension for Collaborative Development of Machine Learning Models

Paper • 2306.04529 • Published Jun 7, 2023 • 1

Scaling Data-Constrained Language Models

Paper • 2305.16264 • Published May 25, 2023 • 17

authored 2 papers over 2 years ago

Crosslingual Generalization through Multitask Finetuning

Paper • 2211.01786 • Published Nov 3, 2022 • 2

BLOOM: A 176B-Parameter Open-Access Multilingual Language Model

Paper • 2211.05100 • Published Nov 9, 2022 • 32