- Audit: Skywork-Reward-V2-Llama-3.1-8B is still #1 of 188 on AllenAI's
RewardBench 2 per-sample results; no Skywork V3; the -40M sibling is
vendor-marked experimental. Our AWQ W4A16 quant: 0.847 vs published bf16
0.860 on a 150-prompt sample (within +/-2.9 pt SE), 96.2% pairwise
agreement. Double BOS from vLLM on pre-templated text costs a further
~2.7 pts; callers must send add_special_tokens=false.
- No working consumer: 0 requests since 2026-09-13; Worldtree Domari points
at a dead IP with a non-vLLM schema (reported to worldtree-dev).
- Move: sha256-identical model copy; vLLM v0.24.0 on esh-ml1 :8003 at 0.55
util (KV 1.30x of a 16k request). Parity vs fv-ml1: 149/150 verdicts,
99.8% pairwise signs, raw |delta| median 0.049.
- Gateway /scalar-judge passthrough -> 10.0.50.80:8003; fv-ml1 vllm-reward
removed (~10.2 GB freed on GPU 1). stacks/vllm now holds only vllm-coder.
vh
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