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README.md

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+---
+base_model: facebook/musicgen-small
+library_name: transformers
+pipeline_tag: text-to-audio
+tags:
+- lora
+- musicgen
+- music-generation
+- peft
+---
+
+# MusicGen LoRA Fine-Tuned
+
+LoRA adapter fine-tuned on custom music dataset using `facebook/musicgen-small`.
+
+## Como usar
+
+```python
+from transformers import AutoProcessor, MusicgenForConditionalGeneration
+from peft import PeftModel
+import torch, soundfile as sf
+
+processor = AutoProcessor.from_pretrained("facebook/musicgen-small")
+model = MusicgenForConditionalGeneration.from_pretrained("facebook/musicgen-small")
+model.decoder = PeftModel.from_pretrained(model.decoder, "SEU_REPO_AQUI")
+
+inputs = processor(text=["upbeat electronic music"], return_tensors="pt")
+audio = model.generate(**inputs, max_new_tokens=256)
+sf.write("output.wav", audio[0].cpu().numpy(), 32000)
+```