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Piotr Czapla 40ca6c200e Refactor and temporary fix the pretrain_lm by adding learn.lr_find
For some reason this fixes the training issue. I though I've nailed it down but i haven't. :/ .
2018-11-10 00:32:29 +01:00

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# ulmfit-multilingual
Temporary repository used for collaboration on application of for multiple languages.
## how to contribute
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](https://forums.fast.ai/t/multilingual-ulmfit/28117)
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:
```bash
$ 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