We have a fork of fastai to propose changes to fastai.text, with a branch for this project: https://github.com/n-waves/fastai/tree/ulmfit_multilingual

Let us know that you want to start collaboration on fastai forum thread: Multilingual ULMFIT and you will get access to both repositories.

Follow the developer [installation of fastai] (https://github.com/fastai/fastai#developer-install) Add n-waves/fastai as additional remote as described here: https://help.github.com/articles/adding-a-remote/ Here is what I've did:


$ git remote add n-waves https://github.com/n-waves/fastai.git
$ git remote -v 
n-waves	https://github.com/n-waves/fastai.git (fetch)
n-waves	https://github.com/n-waves/fastai.git (push)
origin	https://github.com/fastai/fastai.git (fetch)
origin	https://github.com/fastai/fastai.git (push)

$ git fetch n-waves
$ git checkout ulmfit_multilingual
Branch 'ulmfit_multilingual' set up to track remote branch 'ulmfit_multilingual' from 'n-waves'.
Switched to a new branch 'ulmfit_multilingual'

$ git push --set-upstream n-waves ulmfit_multilingual  # to automatically push ulmfit_multilingual branch to the n-waves repo

Repo structure

fastai_contrib -- anything that can be ported to fastai once we finish the project like: NLI models, Sentence Piece tok.,
ulmfit
- data -- scripts to fetch and prepare data: wikipedia, xnli, classification data sets
- lm -- scripts to train language models
- bilm -- scripts to train biLM ELMo style, Bert style
- class -- scripts to test classifiers on multiple languages
- xnli -- scripts to test nli