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Update README for MBD
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JadeCopet committed Aug 2, 2023
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## Usage

We offer a number of way to use MultiBand Diffusion:
1. The MusicGen demo includes a toggle to try diffusion decoder. You can use the demo locally by running [`python demos/musicgen_app.py`](../demos/musicgen_app.py), or through the [MusicGen Colab](https://colab.research.google.com/drive/1JlTOjB-G0A2Hz3h8PK63vLZk4xdCI5QB?usp=sharing).
1. The MusicGen demo includes a toggle to try diffusion decoder. You can use the demo locally by running [`python -m demos.musicgen_app --share`](../demos/musicgen_app.py), or through the [MusicGen Colab](https://colab.research.google.com/drive/1JlTOjB-G0A2Hz3h8PK63vLZk4xdCI5QB?usp=sharing).
2. You can play with MusicGen by running the jupyter notebook at [`demos/musicgen_demo.ipynb`](../demos/musicgen_demo.ipynb) locally (if you have a GPU).

## API
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### Example configurations and grids

One can train diffusion models as described in the paper by using this [dora grid](./audiocraft/grids/diffusion/4_bands_base_32khz.py).
One can train diffusion models as described in the paper by using this [dora grid](../audiocraft/grids/diffusion/4_bands_base_32khz.py).
```shell
# 4 bands MBD trainning
dora grid diffusion.4_bands_base_32khz
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