llamaperf

DeepSeek V4.1 Flash 552B (16B active)

on 8× NVIDIA A40 48GB · TensorSharp · 65,536 ctx

NVIDIA hardware
Sep 12, 2026
Throughput
32.5 t/s gen · 492.1 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
Q4_K_M (GGUF)
KV cache
F16

Summary

User reports DeepSeek V4.1 Flash at 32.5 t/s single-stream decode on 8× NVIDIA A40 with Q4_K_M GGUF. Setup is TensorSharp with layer split, F16 KV cache, and 65,536-token configured context. Prefill measurements use approximately 4.9K-token prompts. Q2_K achieved 40.72 t/s decode and 539 t/s prefill. Q4_K_M aggregate decode throughput was 39.3 t/s at 2 concurrent requests, 48.9 t/s at 4, and 48.5 t/s at 8. Layer split beat routed-MoE tensor parallelism (31–32.5 vs. 21.4–22 t/s).