MusicGen Small
Will it run on your hardware?
Pick your GPU memory - see which quantizations fit, and the cheapest card for the rest
Need an exact figure for your context length? Use the VRAM calculator.
Run it locally
Copy-paste - running in under a minute
vllm serve facebook/musicgen-smallNew to this? Start with Ollama · serve to many users with vLLM.
Deep dive
Notes, sources, and the full write-up
MusicGen Small
MusicGen is Meta's text-to-music generation model. At 600M parameters, it's lightweight yet produces coherent musical pieces from text prompts. Part of Facebook's open AudioCraft suite.
Usage
from transformers import AutoProcessor, MusicgenForConditionalGeneration
processor = AutoProcessor.from_pretrained("facebook/musicgen-small")
model = MusicgenForConditionalGeneration.from_pretrained("facebook/musicgen-small")
inputs = processor(text=["80s pop track with bass and drums"], padding=True, return_tensors="pt")
audio = model.generate(**inputs, max_new_tokens=256)When to use
- Quick music prototyping - generate short music clips
- Creative inspiration - explore musical ideas
- Background music - social media content
Frequently asked
Quick answers to common questions
How much VRAM does MusicGen Small need?
MusicGen Small with 0.6B parameters needs significant VRAM depending on quantization. Use our VRAM calculator for an exact estimate.
Is MusicGen Small better than other MusicGen models?
MusicGen Small has 0.6B parameters with 8,192 context - a strong choice for text-to-audio, music-generation.
What license is MusicGen Small under?
MusicGen Small is released under the CC-BY-NC-4.0 license, making it suitable for most commercial and personal projects.
What hardware runs MusicGen Small well?
With 0.6B parameters, MusicGen Small requires adequate VRAM. High-end GPUs like the RTX 4090 (24GB), RTX 5090 (32GB), or Mac Studio with unified memory are good options. Check our hardware directory for specific recommendations.
What is the best quantization for MusicGen Small?
Q4_K_M is the recommended sweet spot - ~98% of FP16 quality at ~27% of the size. Step up to Q5_K_M or Q8_0 only if you have spare VRAM. Use our VRAM calculator to compare.
What models compete with MusicGen Small?
MusicGen Small competes with other models in its class. Browse our model directory for comparisons, benchmarks, and community reviews to find the best fit.
Compare & pair with
Similar models and recommended hardware
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Nearby options
Similar models and compatible hardware by spec
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