llamaperf

Qwen3.8 27B

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

Tone: positiveNVIDIA hardware
Sep 7, 2026
Throughput
165.0 t/s gen · 16000.0 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
INT4
KV cache
FP8
System RAM
96 GB
VRAM reported
24 GB

Use cases

codingagentic

Summary

User reports DFlash2 speculative decoding with LMCache KV offload, with decode speeds varying by task: code 268 t/s, agent 165 t/s, mixed 97 t/s, prose 76 t/s. Prefill runs at 15-17k t/s, and the KV cache pool holds 18M tokens on NVMe L2. The setup required patches to avoid corruption.