llamaperf

Qwen3.8 125B (6B active) Flash-Next

on 4× Intel Arc Pro B70 · vLLM · 262,144 ctx

Tone: positiveIntel hardware
Oct 9, 2026
Throughput
70.0 t/s gen · 2800.0 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
W4A16-AutoRound (AutoRound)
KV cache
FP8

Summary

User reports Qwen3.8 Flash-Next at ~70 t/s generation and ~2800 t/s prefill on 4x Intel Arc Pro B70 GPUs. Setup is vLLM with Intel's W4A16-AutoRound quant, full 262K FP8 context, prefix caching, and concurrency=2. The user notes an alternative setup reached ~100 t/s generation but only ~1400 t/s prefill and 16-bit context, and considers the doubled prefill and context worth the ~30 t/s generation loss.