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# Mixins & serialization methods
## Mixins
The `huggingface_hub` library offers a range of mixins that can be used as a parent class for your objects, in order to
provide simple uploading and downloading functions. Check out our [integration guide](../guides/integrations) to learn
how to integrate any ML framework with the Hub.
### Generic
[[autodoc]] ModelHubMixin
- all
- _save_pretrained
- _from_pretrained
### PyTorch
[[autodoc]] PyTorchModelHubMixin
### Keras
[[autodoc]] KerasModelHubMixin
[[autodoc]] from_pretrained_keras
[[autodoc]] push_to_hub_keras
[[autodoc]] save_pretrained_keras
### Fastai
[[autodoc]] from_pretrained_fastai
[[autodoc]] push_to_hub_fastai
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