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
another question. Batch size will affect how exactly the learning rate? I know one should divide total steps by batch size to get the number of steps. So for a training of (12 instance images x 10 epochs x 80 repeats) (total 9600steps) / batch size = 1200 steps... I use batch 8 to speed up the process, but does this degrade the learning rate or loss? And I guess 1200 steps is on the low side. I should be rather between 1500-3000 steps after batch divide, correct?
Hey guys. Thank you Furkan for your contributions! I've a question. I'm running Dreambooth trainings with the A111 SD extension. I've a Nvidia GeForce RTX 3060 12gb. For what I've seen from your videos, the card should be able to make 5-7 it/s right? I don't know if anyone here has the same card and does trainings... I'm stuck in 2.5 it/s and can't go any faster, I've tried a lot of things. Do anyone here know what things I should test or check to see if there's any issue or that's the expected card speed?
#Kohya SS web GUI DreamBooth #LoRA training full tutorial. You don't need technical knowledge to follow this tutorial. In this tutorial I have explained how to generate professional photo studio quality portrait / self images for free with Stable Diffusion training.
Hey! Love the tutorials. Im getting stuck at generating images in Automatic1111 getting "OutOfMemoryError: CUDA out of memory." tried a bunch of things but havent been able to solve it yet. Any ideas?
get a bigger/better card or use runpod/google collab. there are many techniques @Furkan Gözükara SECourses shows in his video many techniques to lower vram make sure to watch closely
Could somebody help me with my vladmatic install i was having issues with diffusion storing to much vram so i deleted the venv to reset it but now im getting an issue with it not recognizing clip?
is it possible to batch sd upscale a folder of images but with different prompts ? as if you were to load the image in to png info , send to img2img and sdupscale using prompt from png info , but in a batch process?