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The 7900 line-up (and the old VII weirdly) are the only supported consumer cards that do ROCm 6. https://rocm.docs.amd.com/projects/install-on-linux/en/lates...

There seems to be hit and miss reports about coaxing a 7800XT to run. But the uncertainty (and the fact that it's no better/in some ways worse than a 6800xt) basically dissuaded me from bothering to upgrade my old rx580 recently.

I have automatic1111 working on my 7900xtx and it does alright.

Took some finagling to get it working with ROCM 6 and the newest pytorch which I couldnt seem to coax invoke or comfy to do

I've done similar with an 8GB 7600, and I've run SD1.5, SDXL and Stable Cascade on it with ComfyUI. To get beat speeds I need to not run the desktop. That way I get all 8GB for inferredce, and control it from another computer. I think the 16GB 7600XT could be a nice entry level card for ML applications.