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Fix typo in chapter4/3.mdx #611

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Fix typo in chapter4/3.mdx #611

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Fix typo in chapter4/3.mdx
dineshchitlangia Sep 8, 2023
d743f75
Update 3.mdx
dineshchitlangia Sep 8, 2023
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6 changes: 3 additions & 3 deletions chapters/en/chapter4/3.mdx
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Expand Up @@ -105,7 +105,7 @@ callback = PushToHubCallback(

Then you should add `callbacks=[callback]` in your call to `model.fit()`. The callback will then upload your model to the Hub each time it is saved (here every epoch) in a repository in your namespace. That repository will be named like the output directory you picked (here `bert-finetuned-mrpc`) but you can choose a different name with `hub_model_id = "a_different_name"`.

To upload you model to an organization you are a member of, just pass it with `hub_model_id = "my_organization/my_repo_name"`.
To upload your model to an organization you are a member of, just pass it with `hub_model_id = "my_organization/my_repo_name"`.

{/if}

Expand Down Expand Up @@ -190,7 +190,7 @@ The `huggingface_hub` Python library is a package which offers a set of tools fo
getting information about repositories on the hub and managing them. It provides simple APIs that work on top of git to manage those repositories' content and to integrate the Hub
in your projects and libraries.

Similarly to using the `push_to_hub` API, this will require you to have your API token saved in your cache. In order to do this, you will need to use the `login` command from the CLI, as mentioned in the previous section (again, make sure to prepend these commands with the `!` character if running in Google Colab):
Similarly, to use the `push_to_hub` API, this will require you to have your API token saved in your cache. In order to do this, you will need to use the `login` command from the CLI, as mentioned in the previous section (again, make sure to prepend these commands with the `!` character if running in Google Colab):

```bash
huggingface-cli login
Expand Down Expand Up @@ -221,7 +221,7 @@ from huggingface_hub import (
```


Additionally, it offers the very powerful `Repository` class to manage a local repository. We will explore these methods and that class in the next few section to understand how to leverage them.
Additionally, it offers the very powerful `Repository` class to manage a local repository. We will explore these methods and that class in the next few sections to understand how to leverage them.

The `create_repo` method can be used to create a new repository on the hub:

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