OpenLM: A Minimal but Performative Language Modeling (LM) Repository
Jan 1, 2023·,,,,,,,,,,,,,,·
0 min read
Suchin Gururangan
Mitchell Wortsman
Samir Yitzhak Gadre
Achal Dave
Maciej Kilian
Weijia Shi
Jean Mercat
Georgios Smyrnis
Gabriel Ilharco
Matt Jordan
Reinhard Heckel
Alex Dimakis
Ali Farhadi
Vaishaal Shankar
Ludwig Schmidt
Visualization of the OpenLM repository framework and capabilities.Abstract
OpenLM is introduced as a minimal yet high-performance language modeling repository. This repository aims to simplify the implementation and experimentation of language models while maintaining competitive performance. The framework supports various model architectures and training regimes, enabling rapid prototyping and benchmarking. The repository includes pre-trained models and fine-tuning scripts to facilitate research and development in the field of natural language processing. OpenLM is designed to be user-friendly, making it accessible for both novice and experienced researchers.
Publication
In GitHub repository