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## FP32 |
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```python |
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# !pip install git+https://github.com/huggingface/diffusers.git |
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from diffusers import DiffusionPipeline |
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import scipy |
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model_id = "harmonai/glitch-440k" |
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pipeline = DiffusionPipeline.from_pretrained(model_id) |
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audio = pipeline(audio_length_in_s=4.0).audios |
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scipy.io.wavfile.write("maestro_test.wav", pipe.unet.sample_rate, audios) |
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``` |
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## FP16 |
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Faster at a small loss of quality |
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```python |
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# !pip install git+https://github.com/huggingface/diffusers.git |
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from diffusers import DiffusionPipeline |
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import scipy |
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import torch |
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model_id = "harmonai/glitch-440k" |
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pipeline = DiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float16) |
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audio = pipeline(audio_length_in_s=4.0).audios |
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scipy.io.wavfile.write("maestro_test.wav", pipe.unet.sample_rate, audios) |
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``` |