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First 8-pack on vllm/tess-dual-nvfp4 (both modes, same-night GGUF comparator 116/117). Gap is cli-40-concentrated (−8 off); deterministic packs tie or better (RM-off 14/15 best-ever Tess). Per the pre-registered rule the huginnfork NVFP4A16 weights-only A/B + FP8 precision arm are the next gates. BENCHMARKS vLLM subsection + registry note + compose Quality line; Grok-§3 discriminator results recorded in learnings. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01EfF565T9eSLaqGzidyJ1Pm