vllm-loop model-improvement progress tracker junk-tokens
models / / #27
▲ MADE POSITIVE PROGRESS

PP6 adopted as the PP default (validated)

PP6 (TP1xPP6, partition 7,7,7,7,7,5, util 0.95) now served: c1 96.9 best-of-4 (107.6 with 93.8% DSpark acceptance) - within noise of TP8xPP1 (100.8), ~2.3x faster than PP8; needle 6/6 + 512k 3/3, coding 5/5; prefill 128k c1 7,716 / c16 23,780; decode 128k c8 164, 512k c8 85.

When (PT)2026-09-11 23:22 PT
ServingTP1xPP6 (7,7,7,7,7,5), util 0.95-0.96, DSpark k=5, fp8_ds_mla
Enginelocalhost/vllm-backport-v41:sm80 Schaka v0.13.0 kit (c1b0907b overlay)
KV

Benchmarks

MetricValueΔ vs previousUnitContextNote
c1_decode_tok_s (c1_decode_tok_s) 96.9 tok/s 0.0% tok/s PP6 best-of-4 (107.6 with 93.8% DSpark acceptance)
dspark_accept_pct (dspark_accept_pct) 93.8 % 1279.4% % PP6 on predictable content
prefill_tok_s (prefill_tok_s) 23780 tok/s -20.9% tok/s PP6 c16 @128k

raw JSON: /api/reports/27