Fix typing about next_beam_tokens and next_beam_indices
Author: fzyzcjy
Pull request: yes

# What does this PR do?

Looking at source code they seem to be int not float?

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Comments:
The docs for this PR live [here](https://moon-ci-docs.huggingface.co/docs/transformers/pr_20832). All of your documentation changes will be reflected on that endpoint.

Please make sure to run `make style` on your branch so that the quality tests pass.
cc @gante for review.

Sure, I will do it soon together with another PR in https://github.com/huggingface/transformers/issues/20820

Please have each of your PR focused on one thing. We don't want to group changes that are not linked to each other in the same PR :-)

Sure, I mean file two PRs but do the *work* in one single time slot of mine ;)

No worries, I am experienced to make PRs (e.g. to Google Flutter https://github.com/flutter/flutter/pulls?q=is%3Apr+author%3Afzyzcjy)

This issue has been automatically marked as stale because it has not had recent activity. If you think this still needs to be addressed please comment on this thread.

Please note that issues that do not follow the [contributing guidelines](https://github.com/huggingface/transformers/blob/main/CONTRIBUTING.md) are likely to be ignored.

bump, will do it when having time

Hi, I wonder what version of `black` is required? I have tried:

```
(dev-transformers) ➜  transformers git:(patch-1) python3 -m black -- examples tests src utils           
Skipping .ipynb files as Jupyter dependencies are not installed.
You can fix this by running ``pip install black[jupyter]``
reformatted src/transformers/utils/model_parallel_utils.py
reformatted tests/models/xlm_prophetnet/test_modeling_xlm_prophetnet.py
reformatted src/transformers/models/layoutlmv3/tokenization_layoutlmv3.py
reformatted src/transformers/models/markuplm/tokenization_markuplm.py
reformatted src/transformers/models/layoutlmv2/tokenization_layoutlmv2.py
reformatted examples/research_projects/lxmert/modeling_frcnn.py
reformatted examples/research_projects/visual_bert/modeling_frcnn.py
reformatted src/transformers/models/prophetnet/modeling_prophetnet.py
reformatted src/transformers/models/xlm_prophetnet/modeling_xlm_prophetnet.py
reformatted src/transformers/models/reformer/modeling_reformer.py
reformatted src/transformers/tokenization_utils_base.py

All done! ✨ 🍰 ✨
11 files reformatted, 2138 files left unchanged.
```

and so on. It is changing formats for a dozen of files that I did not touch, such as:

![image](https://user-images.githubusercontent.com/5236035/213868622-34147495-af56-4971-9a33-034ab81c7607.png)
![image](https://user-images.githubusercontent.com/5236035/213868628-1f9884c8-4b54-4862-9a27-b2c0fbdf1488.png)
![image](https://user-images.githubusercontent.com/5236035/213868632-3c24ef72-e74b-4fa4-923c-48c60e11c7ab.png)
![image](https://user-images.githubusercontent.com/5236035/213868664-61ac3b12-03d7-49f2-a00c-4d05d8b196d8.png)

(P.S. I did not run `make style` but instead invoke that command directly because my `black` on PATH has a little conflict. I have followed https://github.com/huggingface/transformers/blob/main/CONTRIBUTING.md and create a brand new conda environment and install via pip)

@fzyzcjy We use black 22.3 (see [here](https://github.com/huggingface/transformers/blob/e1cd78634ae4ba2b0a3d548bd6663c08765a8b4d/setup.py#L101))

Hmm it is the correct version

```
python -m black --version
python -m black, 22.3.0 (compiled: yes)
```

@fzyzcjy Suggestion: revert to the first commit (which only touches 2 lines), run `make fixup` (which only touches modified files), then force commit the result :)

This issue has been automatically marked as stale because it has not had recent activity. If you think this still needs to be addressed please comment on this thread.

Please note that issues that do not follow the [contributing guidelines](https://github.com/huggingface/transformers/blob/main/CONTRIBUTING.md) are likely to be ignored.