For those using a 6700XT GPU and looking to optimize their setup with ROCm and Openweb UI, a custom configuration has been shared that leverages Google Studio AI for system building. The setup requires Python 3.12.x for ROCm, with Text Generation using ROCm 7.1.1 and Imagery ROCBlas utilizing version 6.4.2. The system is configured to automatically start services on boot with batch files, running them in the background for easy access via Openweb UI. This approach avoids Docker to conserve resources and achieves a performance of 22-25 t/s on ministral3-14b-instruct Q5_XL with a 16k context, with additional success in running Stablediffusion.cpp using a similar custom build. Sharing this configuration could assist others in achieving similar performance gains. This matters because it provides a practical guide for optimizing GPU setups for specific tasks, potentially improving performance and efficiency for users with similar hardware.
