Technical integrations include day-0 support for vLLM-Omni, SGLang-Diffusion, and ComfyUI, while local deployment via Unsloth GGUFs allows the model to run on 12GB of VRAM. The model ships with a strict non-commercial license that prohibits use in monetized content. Optimized FP8 versions utilizing RAM offloading can fit in under 8GB of VRAM.
