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
this is the difference between the outputs of a lora made with flux gym (more pink one) vs the one made with your suggested settings in koyha -- do you have any suggestions for changes to settings that might help?
@Saxon How many image repeats did you use in kohya? Default is 40 in kohya, 10 in fluxgym. You can look into the flux gym folder and see the settings used for your lora.
I think that is a major difference, not enough time to learn the style. I have noticed this myself. The major drawback about fine tuning for styles, I think, is that it needs more image repeats, but I haven’t done enough testing yet. Was the dataset 1:1?
You really need to look at the training log in flux gym, all the settings are different. I believe it uses Adam8bit, and a slightly faster learning rate. I also think training is in fp8.
If you want to train FLUX with maximum possible quality, this is the tutorial looking for. In this comprehensive tutorial, you will learn how to install Kohya GUI and use it to fully Fine-Tune / DreamBooth FLUX model. After that how to use SwarmUI to compare generated checkpoints / models and find the very best one to generate most amazing image...