# Spandrel extra architectures
[](https://pypi.org/project/spandrel_extra_arches/)
[](https://github.com/chaiNNer-org/spandrel/releases)
[](https://pypi.org/project/spandrel_extra_arches/#files)
[](https://pypi.org/project/spandrel/#files:~:text=Requires%3A%20Python%20%3C3.12%2C%20%3E%3D3.8)
This library implements various PyTorch architectures with restrictive licenses for [spandrel](https://github.com/chaiNNer-org/spandrel).
If you are working on a private project or non-commercial open-source project, you are free to use this library. If you are working on a commercial or closed-source project, you may need to review the licenses of the individual architectures before using this library.
## Installation
You need to install both `spandrel` and `spandrel_extra_arches`:
```shell
pip install spandrel spandrel_extra_arches
```
## Basic usage
```python
import spandrel
import spandrel_extra_arches
# add extra architectures before `ModelLoader` is used
spandrel_extra_arches.install()
# load a model from disk
model = spandrel.ModelLoader().load_from_file(r"path/to/model.pth")
... # use model
```
## Model Architecture Support
For a full list of all architectures implemented in this library, see [the architectures marked with "(+)" here](https://github.com/chaiNNer-org/spandrel#model-architecture-support).
## License
This library is licensed under the MIT license but contains the source code of architectures with non-commercial and copyleft licenses. You may need to review the licenses of the individual architectures before using this library.
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"description": "# Spandrel extra architectures\n\n[](https://pypi.org/project/spandrel_extra_arches/)\n[](https://github.com/chaiNNer-org/spandrel/releases)\n[](https://pypi.org/project/spandrel_extra_arches/#files)\n[](https://pypi.org/project/spandrel/#files:~:text=Requires%3A%20Python%20%3C3.12%2C%20%3E%3D3.8)\n\nThis library implements various PyTorch architectures with restrictive licenses for [spandrel](https://github.com/chaiNNer-org/spandrel).\n\nIf you are working on a private project or non-commercial open-source project, you are free to use this library. If you are working on a commercial or closed-source project, you may need to review the licenses of the individual architectures before using this library.\n\n## Installation\n\nYou need to install both `spandrel` and `spandrel_extra_arches`:\n\n```shell\npip install spandrel spandrel_extra_arches\n```\n\n## Basic usage\n\n```python\nimport spandrel\nimport spandrel_extra_arches\n\n# add extra architectures before `ModelLoader` is used\nspandrel_extra_arches.install()\n\n# load a model from disk\nmodel = spandrel.ModelLoader().load_from_file(r\"path/to/model.pth\")\n\n... # use model\n```\n\n## Model Architecture Support\n\nFor a full list of all architectures implemented in this library, see [the architectures marked with \"(+)\" here](https://github.com/chaiNNer-org/spandrel#model-architecture-support).\n\n## License\n\nThis library is licensed under the MIT license but contains the source code of architectures with non-commercial and copyleft licenses. You may need to review the licenses of the individual architectures before using this library.\n",
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