Create README.md

README.md

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+## FP32
+
+```python
+# !pip install git+https://github.com/huggingface/diffusers.git
+from diffusers import DiffusionPipeline
+import scipy
+
+model_id = "harmonai/maestro-150k"
+pipeline = DiffusionPipeline.from_pretrained(model_id)
+
+audio = pipeline(audio_length_in_s=4.0).audios
+
+scipy.io.wavfile.write("maestro_test.wav", pipe.unet.sample_rate, audios)
+```
+
+## FP16
+
+Faster at a small loss of quality
+
+```python
+# !pip install git+https://github.com/huggingface/diffusers.git
+from diffusers import DiffusionPipeline
+import scipy
+import torch
+
+model_id = "harmonai/maestro-150k"
+pipeline = DiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.float16)
+
+audio = pipeline(audio_length_in_s=4.0).audios
+
+scipy.io.wavfile.write("maestro_test.wav", pipe.unet.sample_rate, audios)
+```