Qwen3.6 35B (3B active)

User reports Qwen3.6-35B-A3B with MTP enabled on llama.cpp server, reaching 175,000-200,000 tokens of context with a Q8 KV cache. Prompt processing runs 200-300 t/s and generation 25-40 t/s depending on draft hit rates. VRAM is constrained at 10 GB with a single KV cache slot. The user runs a custom fork of the pi coding agent for sub-agents.