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T5-small in test


isort

* rebase to master

* change tf to pytorch

* change to pytorch

* small fix

* renaming

* add gpu training possibility

* renaming

* improve README

* incoorporate collins feedback

* better Readme

* better README.md

* make style

* fix conflicts

* change do_samples back

* None better default as boolean

* adapt do_sample to True in test example

* make style

* Remove unused kwargs
* dont call forward in tests

* Update bart example docs

* improved documentation

* Rename and improve example

* Add test

* slightly faster test

* style

* This breaks remy prolly

* shorter test string

* no slow

* newdir structure

* New tree

* Style

* shorter

* docs

* clean

* Attempt future import

* more import hax

* Results same as fairseq
* Wrote a ton of tests
* Struggled with api signatures
* added some docs

Use -e only in docs targeted at contributors.

If a user copy-pastes  command line with [--editable], they will hit
an error. If they don't know the --editable option, we're giving them
a choice to make before they can move forwards, but this isn't a choice
they need to make right now.

This construct isn't used anymore these days.

Running python tests/test_foo.py puts the tests/ directory on
PYTHONPATH, which isn't representative of how we run tests.

Use python -m unittest tests/test_foo.py instead.

This change is mostly autogenerated with:

    $ python -m autoflake --in-place --recursive examples templates transformers utils hubconf.py setup.py

I made minor changes in the generated diff.

This is the result of:

    $ isort --recursive examples templates transformers utils hubconf.py setup.py

This is the result of:

    $ black --line-length 119 examples templates transformers utils hubconf.py setup.py

There's a lot of fairly long lines in the project. As a consequence, I'm
picking the longest widely accepted line length, 119 characters.

This is also Thomas' preference, because it allows for explicit variable
names, to make the code easier to understand.