Model reference · open weights

suna

Audio jjcoders Music / audio 1 build Open weights 673 dl/mo

suna is an open-weight audio or speech model from jjcoders. suna-v1 (FP16) weighs 1.1 GB; the smallest configuration that runs it is RTX 3060 12 GB.

For self-hosting, compare this build's requirements below with the GPU you plan to rent.

  • Suna is a 2.0B parameter text-to-audio model developed by jjcoders and published as jjcoders/suna-v1.
  • It functions as an AI music production and vocal co-producer system that analyzes raw human singing to generate a key and tempo locked multi-instrument band with cinematic sound effects.
  • The model is available under the apache-2.0 licence.

Summary of the jjcoders/suna-v1 model card, 2026-10-22

What it is

Released byjjcoders
Released2026-10-11
Parameters2.0B
VRAM1.1 GB for the weights

What it runs on

Memory and cards for suna-v1 (FP16)

1.1 GBweights, file size
1.6 GBruntime overhead
CardOne streamMemory
RTX 3060 12 GBfits11.6 GB
RTX 4060 Ti 16 GBfits15.4 GB
RTX 3090 24 GBfits23.4 GB
RTX 4090 24 GBfits23.4 GB
RTX 5090 32 GBfits31.0 GB
L40S 48 GBfits44.0 GB
A100 80 GBfits78.2 GB
H100 80 GBfits78.1 GB
RTX PRO 6000 Blackwell 96 GBfits93.8 GB
DGX Spark (GB10) 128 GB unifiedfits107 GB
H200 141 GBfits138 GB
B200 180 GBfits176 GB

From the model card

What jjcoders says about suna

Read the model card

Suna AI v1.0 by JJ coders Group (suna.jjcoders.com) is a 3.0-Billion Parameter AI Music Production & Vocal Co-Producer System:

  • 🎙️ Sing-to-Masterpiece Vocal Co-Producer: Analyzes raw human singing/humming for key & tempo, applies studio vocal polish, generates a key/BPM-locked multi-instrument band + cinematic sound effects, and sidechain-mixes the vocal and band in 44.1 kHz stereo.
  • 🌐 Brain 1 (JJ_coders_Suna_AI_v1_Q4_K_M.gguf — 1.12 GB): Qwen2.5-1.5B-Instruct Open-World Musicologist across 10,000+ global genres.
  • 🎵 Brain 2 (model.safetensors — 4.07 GB): MusicGen-Medium 1.5B Audio Foundation Synthesis Engine in FP16.

Quoted from the model card on Hugging Face. The full card is behind the Hugging Face link above.

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