Hello everyone. I am Dr. Furkan Gözükara. PhD Computer Engineer. SECourses is a dedicated YouTube channel for the following topics : Tech, AI, News, Science, Robotics, Singularity, ComfyUI, SwarmUI, ML, Artificial Intelligence, Humanoid Robots, Wan 2.2, FLUX, Krea, Qwen Image, VLMs, Stable Diffusion
If you want to generate the very best AI videos and images on your Windows computer locally this is the tutorial that you were looking for. Literally 1-click to install most powerful and advanced generative AI interface SwarmUI (with Flash Attention, Sage Attention, Triton, DeepSpeed, xFormers, RTX 5000 series perfect compatibility) and download...
what ratio you recommend for full or half body training or is it best to crop them manually to 1024 x 1024 with the most of body and face what is possible
@Furkan Gözükara SECourses is there a tutorial or explaination on how to determine if the model is overfit or not? I know it was mentioned somewhere, but I cant find a specific clear instructions. Thank you!
Hello, I want to train sdxl koyha_ss on massed compute with A100 graphic card, I use the Tier1_48_GB_Faster_v2 config but I don't know what epoch I should set. I only have 8 images and I use all 5000 reg images. From what I understand, I should aim for 3000-5000 total steps. So I'm currently trying with the default settings of the configuration but setting 400 repeats so I have about 3200 steps...
Is 400 repeats with 1 epoch and 8 pictures good?
I set a batch size of 4 since the A100 gpu has 80gb of memory. Is this right?
Could I optimize the config better to be faster or more efficient for A100 gpu?
Thank you very much for all the tutorials and the help
Ok, and is the tier1 48gb config optimal for A100 graphic card with 80gb or I should change something to make it better and use more available memory? Batch size around 4-7? Do you recommend onetrainer finetune over kohya_ss dreambooth?
I'll try to give results here if I find the best sweet spot for my number of training images!
I do think it could be useful to have somer kind of pinned message with recommended setups of epoch #, repeat # and such specific to the # of images, or at least a ballpark close to it
Yeah I only have 8 images, I'm hoping I can finetune a model and generate decent enough images to be able to train with more images... Not sure how that will go lol