jeffvedd/Musicbeat

MusicGen LoRA Fine-Tuned

LoRA adapter fine-tuned on custom music dataset using facebook/musicgen-small.

Como usar

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)