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RTX 5060 Ti 16GB MusicGen Benchmark

Meta MusicGen on Blackwell 16GB - generation time for melody, small, medium, and large across clip lengths.

Meta’s MusicGen produces AI music from text prompts. On the RTX 5060 Ti 16GB at our hosting, all variants fit.

Contents

Setup

  • Audiocraft 1.3 library (Meta)
  • FP16 inference, CUDA 12.6
  • 32 kHz EnCodec decoder

Variants

ModelParamsVRAMConditioning
facebook/musicgen-small300M1.8 GBText
facebook/musicgen-medium1.5B5.2 GBText
facebook/musicgen-large3.3B10.4 GBText
facebook/musicgen-melody1.5B5.6 GBText + melody
facebook/musicgen-stereo-large3.3B11.2 GBText, stereo

Generation Time

Model5-sec clip10-sec clip30-sec clip
small1.4 s2.6 s8.8 s
medium3.8 s7.5 s24 s
large8.9 s17 s55 s
melody4.1 s8.2 s25 s
stereo-large10.5 s21 s65 s

Verdict

For prototyping and SFX production, medium is a good default – 3.8 s for 5-sec clip at decent quality. Large for final-quality cuts where you’re happy to wait. Melody variant is essential for continuation-based work.

Use cases: video game background music generation, ad soundbed prototyping, app notification sounds. Commercial licensing varies per Meta’s terms – read the model card.

MusicGen on Blackwell 16GB

Large model fits, 30-sec clips in under a minute. UK dedicated hosting.

Order the RTX 5060 Ti 16GB

See also: Coqui TTS, Bark TTS, Whisper.

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