llamaperf

Qwen3.8 27B Swift Uncensored

on 2× AMD MI50 32GB · llama.cpp

Tone: positiveAMD hardware
Oct 6, 2026
Throughput
20.2 t/s gen · 176.9 tokens/s prompt processing (prefill)Prompt processing measures input prefill speed; it does not tell you the time to first token.
Quant
Q6_K (GGUF)
VRAM reported
32 GB

Summary

User benchmarks Swift-Qwen3.8-27B-Uncensored-MTP at 20.21 t/s generation and 176.86 t/s prompt processing on dual AMD Radeon Instinct MI50 (32GB combined VRAM) under ROCm 10.2, compared against 18.35 t/s and 149.30 t/s under Vulkan Mesa 26.2. Setup is llama.cpp (llama-b11401 for ROCm, llama-b11382 for Vulkan) with Q6_K GGUF weights, both GPUs power limited to 145 watts. ROCm shows +10.14% generation and +18.46% prefill over Vulkan for this model. Across the full nine-model sweep, ROCm gains up to +62.74% on generation but regresses on MoE prefill by up to -15.98%, with high variance (e.g. ±102.56 on Qwen3.5MoE Q4_K prefill).