llamaperf
Sep 7, 2026
Throughput
17.2 t/s gen
Quant
Q8_K_XL
System RAM
256 GB
VRAM reported
48 GB

Summary

User reports DeepSeek-V4-Flash-0731 UD-Q8_K_XL at a steady 17.20 t/s on an RTX A6000 48GB. Setup is an AMD EPYC 74F3 24-core with 8 channel 3200 DDR4. Prompt processing is in the high 70 t/s, down to mid 30 t/s at 300k context. The user says 48GB VRAM is enough for the full 1mil context but prompt processing would be very slow.