llamaperf

DeepSeek V4 Flash 284B (13B active)

on NVIDIA RTX 5090 · vLLM · 1,048,576 ctx

Tone: positiveNVIDIA hardware
Sep 7, 2026
Throughput
15.0 t/s gen · 800.0 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
KV cache
fp8_ds_mla
System RAM
256 GB
VRAM reported
32 GB

Summary

User reports full 1M context on a single RTX 5090 with CPU/RAM offloading, at about 800 t/s prefill and over 15 t/s decode. Setup uses DSpark speculative decoding with dynamic acceptance rates, with two routed MoE layers kept GPU-resident.