llamaperf

Qwen3.8 27B

on NVIDIA RTX 5090 · NInfer · 262,144 ctx

Tone: positiveNVIDIA hardware
Sep 7, 2026
Throughput
200.0 t/s gen · 5950.0 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
NVFP4
VRAM reported
32 GB

Summary

User reports an aggregate 880 t/s at 6 parallel requests, peaking at 967 t/s, and over 200 t/s single stream with MTP speculative decoding. Prefill runs at about 5,950 t/s. Weights take 16.8 GiB, leaving about 13 GiB for KV cache. Benchmarks are HumanEval+ 152/164 and AIME25+AIME26 55/60, identical to int4 but 1.56x-1.98x faster. The run requires Blackwell FP4 cores and a 6-line patch not yet upstream.