musicgen-large GGUF
GGUF conversion of facebook/musicgen-large, Meta's MusicGen large (3.3B parameters), for
audiocraft.cpp's native musicgen-server,
which runs gary4local's C++ gary service.
Pick one precision of the language model and put it in a folder with the EnCodec and T5 files. If more than one precision is in the folder, the server runs the most precise. Every quantized tensor round-trips against the F16 conversion at cosine 0.9999 or better for Q8_0 and 0.9966 or better for Q4_K_M.
On an RTX 5070 Laptop GPU (8 GB, CUDA), a guided 30-second continuation from a 6-second prompt with a MusicGen large finetune peaked at about 5.7 GiB of VRAM at Q4_K_M and 6.9 GiB at Q8_0, desktop included, and took about 43 seconds with either. F16 spilled past the card and took over 100 seconds, so it is for GPUs with 12 GB or more.
| File | Size | |
|---|---|---|
musicgen-large-3.3B-v1.0-F16.gguf |
6,213 MiB | F16; the reference |
musicgen-large-3.3B-v1.0-Q8_0.gguf |
3,302 MiB | Q8_0 throughout |
musicgen-large-3.3B-v1.0-Q4_K_M.gguf |
2,054 MiB | Q4_K, with the FFN down projection, cross-attention K/V, codebook embeddings and output heads at Q6_K |
encodec-32khz-v1.0-F32.gguf |
221 MiB | MusicGen's 32 kHz EnCodec |
t5-base-encoder-0.1B-v1.0-F16.gguf |
210 MiB | T5-base text encoder for descriptions |
$env:AC_DEVICE = "cuda"
musicgen-server --port 8000 --models-dir C:\path\to\this\folder
The server lists the model in /api/models as facebook/musicgen-large and accepts that name as model_name,
the same routes gary4juce uses with the Python service. See
SERVICES.md.
Sources and licensing
- Language model: facebook/musicgen-large revision
15ccdc92099879e47b6da12c350cdb71d4eab3ca(state_dict.bin), converted to F16 and quantized with audiocraft.cpp'sac-quantize. - EnCodec: MusicGen's 32 kHz compression model, facebook/encodec_32khz.
- T5 encoder: google-t5/t5-base revision
a9723ea7f1b39c1eae772870f3b547bf6ef7e6c1, Apache 2.0.
MusicGen's weights are released by Meta under
CC-BY-NC 4.0, and this conversion
inherits that license: non-commercial use only. All credit for the model goes to Meta's
AudioCraft team (Copet et al., 2023). T5-base is Apache 2.0. Each GGUF records its own source and license in its
general.* metadata.
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facebook/musicgen-large