| 30 GB VRAM+ | 28.6 GB | |
| 15 GB VRAM+ | 12.8 GB | |
| 11.5 GB VRAM+ | 9.8 GB | |
| 9.5 GB VRAM+ | 7.7 GB | |
| 8 GB VRAM | 6.5 GB |
React UI ─┐
├─ MiniMax Music3 Studio.exe (window + native service)
Rust axum ┘ │
└─ minimaxmusic.cpp `mm-server` (C++/CUDA, GGUF)