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In this tutorial, we dive deep into running Stable Diffusion with Vulkan on AMD GPUs that have dropped ROCm support, focusing specifically on the AMD Instinct MI60 32GB HBM2. If you’ve struggled with GPU passthrough issues—especially on Fedora 43, where the system continues hiding the GPU even after removing vfio files from modprobe.d and rebuilding with dracut—this screencast shows the complete fix. Once the passthrough problem is resolved, we configure stable-diffusion.cpp to run the v1-5-pruned-emaonly-fp16.safetensors model using optimized Vulkan settings for faster output on unsupported AMD cards. This builds on my earlier tutorial where the same model was configured using default settings. That blog is here: https://www.ojambo.com/review-generat... What You’ll Learn How to fix the GPU passthrough issue where Fedora 43 keeps hiding the device How to properly configure Vulkan for GPUs without ROCm support How to run Stable Diffusion efficiently on AMD Instinct MI60 Best Vulkan settings for maximum speed in stable-diffusion.cpp Troubleshooting, performance tuning, and benchmarks 📚 My Programming Books https://www.amazon.com/stores/Edward-... 🎓 My Programming Courses https://ojamboshop.com/product-catego... 👨🏫 One-on-One Programming Training https://ojambo.com/contact 🛠 AI Installation / Migration Services (Stable Diffusion, v1-5 FP16, etc.) https://ojamboservices.com/contact #Vulkan #StableDiffusion #AMDGPU #MI60 #Linux #Fedora #Virtualization #GPUFix #MachineLearning #AIArt #GenerativeAI