All run cards · /results/local-desktop-flash-q6-llamacpp-prior

Test-run local-desktop-flash-q6-llamacpp-prior

Official amdai-bench/run@1 card. Credited to AMDai. Verified on the local desktop.

amdai-bench/run@1 · single · 256K

Qwen 3.8 Flash · UD-Q6_K_XL

llama.cpp · 2 GPUs · 262,144 tokens

Measured Verified

Credited to AMDai @amdai · local-desktop verified submitter

2026-10 (date not recorded)

Prefill
not measured
Decode
16 tok/s
Aggregate
not measured
Peak VRAM
not measured
Peak system RAM
not measured
Errors · duration
0 · not recorded

Hardware

GPUs in the box
AMD Radeon AI PRO R9700 32 GB gfx1201 · AMD Radeon AI PRO R9700 32 GB gfx1201
GPUs used · PCIe
2 · not recorded
CPU
not recorded
RAM kit / usable / MT/s
256 GB / 249 GB / 5200
Board · BIOS · ReBAR
not recorded · not recorded · not recorded

Software

OS · kernel
Linux · not recorded
Mesa / Vulkan · ROCm
not recorded · not recorded
Backend
llama.cpp

Model and config

Repo · file
unsloth/Qwen3.8-Flash-Next-GGUF · UD-Q6_K_XL (folder)
File size · sha256
169 GB · not recorded
KV · offload
f16 · experts to RAM — Publisher folder ~169 GB — expect RAM to hold most of it on one 32 GB card.
Concurrency · prompt / gen
1 · not recorded / not recorded

Measured on our rig, 2026-10. Prior first-party Flash Q6: llama.cpp ~16 tok/s versus Strata ~32.6. Card count was not published; recorded on the two-R9700 host.

Launch command

Exact command as recorded. Shape-only lines stay not recorded — we do not invent flags.

# Shape only — exact flags TODO on stacks.
./build-vk/bin/llama-server \
  -m ~/models/UD-Q6_K_XL \
  -ngl 99 \
  -c 262144 \
  --cache-type-k f16 \
  --cache-type-v f16 \
  --host 127.0.0.1 --port 8080
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