llamaperf

DeepSeek V4

on 3× NVIDIA RTX 3090 · llama.cpp · 1,000,000 ctx

NVIDIA hardware
Sep 7, 2026
Throughput
15.0 t/s gen · 300.0 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
VRAM reported
24 GB

Summary

User reports 1M lossless context on 3x RTX 3090 with DDR5, at 15 t/s on cold start and 10 t/s steady. Setup is a llama.cpp fork with deepseek4 architecture support. A fourth RTX 3090 runs gemma 12b and flux2klein. Prefill starts at 300 t/s and degrades to 100 t/s after 64,000 tokens.