Running Qwen3.6-35B-A3B MTP locally on 12GB VRAM

Update (June 16, 2026) : Ran a comprehensive benchmark sweep on the latest mainline build of llama.cpp using a custom local benchmark harness comparing Q4_K_XL vs. Q6_K quant variants, and Thinking vs. NoThink modes. Key findings: Q4_K_XL MTP (n-max=2) is the speed champ at 60.3 tok/s (vs 52.1 tok/s baseline). Q6_K MTP (n-max=2) achieves 43.1 tok/s (vs 40.3 tok/s baseline). Disabling thinking mode…