llamaperf

Qwen3.8 27B

on AMD Strix Halo 128GB · llama.cpp / ROCm (build unreported)

AMD hardware
Oct 14, 2026
Throughput
12.1 t/s gen · 378.2 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
UD-Q4_K_XL (GGUF)
MTP (Multi-Token Prediction)
off
System RAM
128 GB

Summary

User reports Qwen3.8-27B at 12.1 t/s generation and 378.2 t/s prompt processing on an AMD Strix Halo 128GB machine. Setup is llama-bench on the ROCm backend with the UD-Q4_K_XL GGUF, no speculative decoding, no chat template and no client, at depth 0. The run is a depth sweep: generation falls from 12.06 t/s at depth 0 to 9.05 t/s at depth 100000, and prompt processing from 378.24 t/s to 121.85 t/s. Each PP and TG entry is a separate phase, not one request.