llamaperf

Qwen3-Coder-Next UD-Q6_K_XL / ROCm / depth0 / native PP2048 and separate TG32

on AMD Radeon 8060S integrated GPU (Strix Halo; installed RAM unreported) · llama.cpp / ROCm 7.1.1 (build unreported)

Oct 14, 2026
Throughput
32.6 t/s gen · 622.0 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
UD-Q6_K_XL (GGUF)
Flash Attention
on

Summary

User reports Qwen3-Coder-Next at 32.6 t/s generation and 622 t/s prompt processing on a Radeon 8060S Graphics (gfx1151) under ROCm 7.1.1 on Ubuntu 24.04. Setup is llama-bench with UD-Q6_K_XL, ngl 99, FA enabled, 4096 context depth, 2048 prompt and 32 generation tokens, plus a 512 MB BIOS VRAM carve-out and GTT configuration. The figures are separate synthetic prompt-processing and generation phases, not a single request; at 4096 depth the same run measured 590.84 t/s prompt and 32.08 t/s generation.