llama-server
--port 9999
--model /MODELS/LLMs/Qwen3.6-27B-UD-Q4_K_XL.gguf
--ctx-size 128000
--threads 12
--flash-attn on
--device CUDA0
--jinja
--gpu-layers 52
--mmproj /MODELS/LLMs/Qwen3.6-27B-mmproj-F16.gguf
--cache-type-k q8_0
--cache-type-v q8_0
--temp 0.6 --top-k 20 --top-p 0.95 --min-p 0.0 --repeat-penalty 1.0 --presence-penalty 0.0
--spec-type draft-mtp --spec-draft-n-max 2
(I'm not filling out 100% of the VRAM, as I have other stuff I need it for.)
But thanks. I've learned a few more configurations to tinker with.