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Update reference to model state dictionary file #1131

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2 changes: 1 addition & 1 deletion chapters/en/chapter2/3.mdx
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Expand Up @@ -51,7 +51,7 @@ config.json model.safetensors

If you look inside the *config.json* file, you'll see all the necessary attributes needed to build the model architecture. This file also contains some metadata, such as where the checkpoint originated and what 🤗 Transformers version you were using when you last saved the checkpoint.

The *pytorch_model.safetensors* file is known as the state dictionary; it contains all your model's weights. The two files work together: the configuration file is needed to know about the model architecture, while the model weights are the parameters of the model.
The *model.safetensors* file is known as the state dictionary; it contains all your model's weights. The two files work together: the configuration file is needed to know about the model architecture, while the model weights are the parameters of the model.

To reuse a saved model, use the `from_pretrained()` method again:

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