Skip to content

Navigation Menu

Sign in
Appearance settings

Search code, repositories, users, issues, pull requests...

Provide feedback

We read every piece of feedback, and take your input very seriously.

Saved searches

Use saved searches to filter your results more quickly

Sign up
Appearance settings

Burf/ModelSoups

Folders and files

NameName
Last commit message
Last commit date

Latest commit

History

4 Commits

Repository files navigation

Model Soups

This is an implementation of "Model Soups" on Keras, Tensorflow and Torch.

The implementation is based on paper[1].

Method

  • Uniform Soup
  • Greedy Soup

Requirements

  • Python 3
  • Tensorflow2 or Torch

Reference

  1. Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time, Mitchell Wortsman, Gabriel Ilharco, Samir Yitzhak Gadre, Rebecca Roelofs, Raphael Gontijo-Lopes, Ari S. Morcos, Hongseok Namkoong, Ali Farhadi, Yair Carmon, Simon Kornblith, Ludwig Schmidt, https://arxiv.org/abs/2203.05482v1

Contributor

AltStyle によって変換されたページ (->オリジナル) /