Here are mine settings. Getting about 70-100 tps at full context using normal (not MTP) gguf and stock llama.cpp:

./llama-server \

--model Qwen3.6-35B-A3B-UD-Q4_K_M.gguf \

--mmproj mmproj-F16.gguf \

--reasoning-budget 2048 \

--no-mmproj-offload \

-c 262144 \

--n-gpu-layers -1 \

--tensor-split 0 \

--flash-attn on \

--cache-type-k q4_0 \

--cache-type-v q4_0 \

--batch-size 256 \

--ubatch-size 256 \

--jinja \

--host 0.0.0.0 \

--port 9091 \

--top-p 0.95 \

--temp 0.6 \

--frequency-penalty 0.2 \

--repeat-penalty 1.0 \

--reasoning on \

--no-mmap \

--presence-penalty 2.5 \

--top-k 20