llamaperf

Qwen3.8 27B

on AMD RX 7900 XTX · llama-server-fpx

Tone: mixedAMD hardware
Oct 1, 2026
Throughput
12.8-13.2 t/s gen · 42.7 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
ROCmFP4 (GGUF)
Flash Attention
on
System RAM
128 GB
VRAM reported
24 GB

Summary

User reports Qwen3.8-27B-ROCmFP4-FAST decoding at 12.8-13.2 t/s on an AMD RX 7900 XTX 24 GB, with later runs at 16.5-18.1 t/s, against an expectation of about 75 t/s. Setup is llama-server-fpx (ROCmFPx fork, Vulkan backend) with the 13.5 GiB GGUF, -ngl 999, flash attention on, and MTP speculative decoding (--spec-type draft-mtp, --spec-draft-n-max 4). Prompt processing is 42.7 t/s. MTP acceptance is 70-73%, later 79%. The machine is a Dell 5820 Tower with an Intel W-2125 and 128 GB RAM, 64 GB of it passed to a Docker LXC.