llamaperf

Qwen3.8 27B

on 2× NVIDIA RTX 3090 · vLLM · 262,144 ctx

Tone: positiveNVIDIA hardware
Sep 22, 2026
Throughput
70.0 t/s gen
Quant
INT4
KV cache
fp8

Summary

User reports Qwen3.8 27B at over 70 t/s single-stream decode on 2x RTX 3090, with close to 200 t/s decode at 3 to 4 concurrency and over 10k t/s prefill. Setup is stock vLLM v0.29 on Linux serving the RedHatAI INT4 quant with an FP8 KV cache, MTP speculative decoding with 3 tokens, tensor parallel size 2, and the full 262k context. The user notes the setup is standard and that the RedHat quant is overlooked for Ampere hardware.