With all the buzz about AI these days, let’s have a look at the GPU prices in Europe and check which one gives the best “bang for the buck” as YouTubers like to say. YouTube is filled with people telling you how cheap GPUs are or that this model is the best value but unfortunately most of those people are living in the USA. Here in Europe, the story is usually different....
I ran the same prompt using many samplers at different steps counts to evaluate which one(s) give a decent quality at a low step count. I have not used the “restore faces” option. Here are my observations related to image quality (artifacts) and convergence. Quality at lower steps At 10 steps, a few samplers are unusable: DPM++ 2M and its variants, DDIM. At 15 steps, all samplers are OK except DPM++ 2M SDE and its Karras variant are unusable....
And voilà! SDXL 1.0 is out. After tinkering a bit, I think it’s working pretty well. As with SDXL 0.9, I must use both base and refiner models to get good pictures, but they are of excellent quality. Use the pipeline from ComfyUI and put the models at the right place: https://comfyanonymous.github.io/ComfyUI_examples/sdxl/ Note that it’s really slow with an AMD Radeon RX 6700 XT, especially because of the 2 models....
While AUTOMATIC1111 can generate images based on prompt variations, I haven’t found the same possibility in ComfyUI. However, you can achieve the same result thanks to ComfyUI API and curl. When you click “queue prompt” in ComfyUI, it actually sends a POST request with the whole workflow as JSON data to http://127.0.0.1:8188/prompt . To get the workflow as JSON, go to the UI and click on the settings icon, then enable Dev mode Options and click close....
I mostly use the FaceDetailer node to fix eyes and mouths, it really makes a difference, especially with models on CivitAI. You will find the workflow below. Note that on Nvidia GPU, I can use the SAMLoader node with “GPU” but on AMD GPU (RX 6700 XT), I must use “CPU”.
ComfyUI is a web UI to run Stable Diffusion and similar models. It is an alternative to Automatic1111 and SDNext. One interesting thing about ComfyUI is that it shows exactly what is happening. The disadvantage is it looks much more complicated than its alternatives. In this post, I will describe the base installation and all the optional assets I use. I will provide workflows for models you find on CivitAI and also for SDXL 0....