Strata on 16GB VRAM: slow prefill at 162 tok/s as auto-tuning arms get skipped for memory

ckplscz · reddit · 2026-10-28

A Reddit user running Strata with Qwen3.8-Flash-Next Q20 on a 9060 XT 16GB + 32GB DDR4 Windows setup reports very slow prompt processing (162 tok/s pp4k vs 45.5 tok/s decode). Strata's auto-tuning JSON shows hostcorelast and kv-grow arms skipped due to insufficient free memory (25.6 of 28.4 GiB needed), and specminp / auxcpus experiments failing to win. Backend is ROCm/HIP. The post illustrates memory bottlenecks when running 64K-context models on 16GB cards.

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