fp8-mtp.yml was only ever an A/B reference -- MTP is net-negative on this MoE at vLLM TP=2 (n2 ~= -45% / n3 ~= -51% wall TPS; the built-in-MTP draft forward pays inter-GPU sync the acceptance can't amortize). It served no production purpose, so remove it and its wiring. Removed: - models/qwen3.6-35b-a3b/vllm/compose/dual/autoround-int4/fp8-mtp.yml - compose_registry.py entry `vllm/qwen-a3b-preview-mtp` (port 8052) - its profile_runtime.yml capture block + calibration anchor (-> 17 anchors) - the kv-calc COMPOSE_ALIAS_TEXT token Test/doc updates for the new counts: - test-kv-generic-dense + test-submit-pull: calibration contract 18/18 -> 17/17 - test-compose-registry-disk: registry 50->49, disk 51->50 composes - test-report-calib: container ref -> live vllm-qwen36-35b-a3b-dual - BENCHMARKS.md + KV_MATH.md notes The MTP-net-negative finding stays recorded in the BENCHMARKS production row and learnings/qwen3.6-35b-a3b.md. Full tests/ suite green (sole red is the pre-existing fixture-dependent test-submit-bench, identical on clean master). Co-authored-by: noonghunna <[email protected]> Co-authored-by: Claude Opus 4.8 (1M context) <[email protected]>