[i18n-fr] Translating docs to fr
Author: NoB0
Pull request: no
Labels: name: WIP

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Hi!

Let's bring the documentation to all the french-speaking community 🌐 (currently 0 out of 267 complete)

Who would want to translate? Please follow the 🤗 [TRANSLATING guide](https://github.com/huggingface/transformers/blob/main/docs/TRANSLATING.md). Here is a list of the files ready for translation. Let us know in this issue if you'd like to translate any, and we'll add your name to the list.

Some notes:

* Please translate using an informal tone (imagine you are talking with a friend about transformers 🤗).
* Please translate in a gender-neutral way.
* Add your translations to the folder called `<languageCode>` inside the [source folder](https://github.com/huggingface/transformers/tree/main/docs/source).
* Register your translation in `<languageCode>/_toctree.yml`; please follow the order of the [English version](https://github.com/huggingface/transformers/blob/main/docs/source/en/_toctree.yml).
* Once you're finished, open a pull request and tag this issue by including #issue-number in the description, where issue-number is the number of this issue. Please ping @ArthurZucker, @sgugger for review.
* 🙋 If you'd like others to help you with the translation, you can also post in the 🤗 [forums](https://discuss.huggingface.co/).

## Get Started section

- [x] [index.mdx](https://github.com/huggingface/transformers/blob/main/docs/source/en/index.mdx) (https://github.com/huggingface/transformers/pull/21458)
- [x] [quicktour.mdx](https://github.com/huggingface/transformers/blob/main/docs/source/en/quicktour.mdx)(https://github.com/huggingface/transformers/pull/21589)
- [x] [installation.mdx](https://github.com/huggingface/transformers/blob/main/docs/source/en/installation.mdx)(https://github.com/huggingface/transformers/pull/27657)

## Tutorial section
- [ ] [pipeline_tutorial.mdx](https://github.com/huggingface/transformers/blob/main/docs/source/en/pipeline_tutorial.mdx)(https://github.com/huggingface/transformers/pull/28359)
- [x]  [autoclass_tutorial.mdx](https://github.com/huggingface/transformers/blob/master/docs/source/autoclass_tutorial.mdx)(https://github.com/huggingface/transformers/pull/27659)
- [ ]  [preprocessing.mdx](https://github.com/huggingface/transformers/blob/main/docs/source/en/preprocessing.mdx)
- [ ]  [training.mdx](https://github.com/huggingface/transformers/blob/main/docs/source/en/training.mdx)
- [ ]  [accelerate.mdx](https://github.com/huggingface/transformers/blob/main/docs/source/en/accelerate.mdx)(https://github.com/huggingface/transformers/pull/28418)
- [ ]  [model_sharing.mdx](https://github.com/huggingface/transformers/blob/main/docs/source/en/model_sharing.mdx)
- [ ]  [multilingual.mdx](https://github.com/huggingface/transformers/blob/main/docs/source/en/multilingual.mdx)

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Comments:
Question for @ArthurZucker and/or @sgugger
I am currently translating the autoclass tutorial and am not sure about the best translation for the terms `checkpoint` and `feature`. 
The literal translation would be `point de contrôle` and `caractéristiques` respectively, however, I wonder if they are spot on. Should I even translate these standard terms?
I would appreciate to have another opinion on this 😄 

Ohhhhh no 🤣 Checkpoint would be `les poids` feature would be `les élément caractéristiques` maybe? But I never had ML in french so no idea 😅 

Same for me, I agree that `poids` is better for that context. After looking at few ML courses, I would say that `caractéristique` is the appropriate term for `feature`. However, I propose to put feature in parentheses as it is a standard term that may be used as is in French.

Alright!