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
I still can't figure out my why my Dreambooth training is coming out with such bad results guess I'm going to watch the Kohya one & see if I can do that instead. No matter what I do I can't recreate how great my first LoRA training was - and it was off 60 images when I got a good result too, doesn't make any sense. Edit: Apparently my first LoRA was also not that great, I just looked at it again & with the LoRA not applied at all vs on, there's barely any difference LUL
Like, the result is so bad that if I just do the person's name with no LoRA, the rendered face looks almost the same as if I use the LoRA, in a given checkpoint (and it doesn't look anywhere near close enough). So it's basically doing nothing. I'm just using them as an example, once I get one face to train successfully, I have quite a few people I want to train... but gotta get one to work first
Which version of Dreambooth would y'all recommend using? Cuz right now I'm just using whatever the one was on the install list under Extensions, which the good Doctor already told me I should use an older version, just not sure which to get.
Question, I'm working on getting TensorRT stuff working... where do I need to put the checkpoint for the SD VAE? That wasn't explained in the video lol Edit: i figured it out
Does anybody know what the big difference is between training with diffusers vs kohya? It looks like diffusers is a dependency of kohya. One can do training in diffusers... So what is the purpose of kohya?
Why would ControlNet not show up in the interface even though it is installed and activated? I've tried everything I can to get it to show up, and it simply won't.
I've disabled, enabled, installed, uninstalled, reinstalled all to no avail. The extensions sections says it is installed and activated, but it isn't visible in the Automatic1111 ui nor are the Settings available.
hi, i just updated from 8gb to 16gb 4060ti. should i update my driver from 537 to 546.17? I've heard nvidia updates are whack.. please guide @Dr. Furkan Gözükara
For instance the auto-installers Dr. Gozukara designed install special models that run with Tensor. Without understanding that, you can install it, but it won't be utilized if you do not install the models.
So should I downgrade my Nvidia driver to 537 or leave it at 546.17 as it is? The new video card I will be putting in is a 4070ti 12GB. I don't know if that's important or not.
Hmm...then Huggingface says, "Yes, it is possible to train DreamBooth on a 16 GB GPU using techniques like 8-bit Adam, fp16 training or gradient accumulation 1. However, fine-tuning the text encoder requires more memory, so a GPU with at least 24 GB of RAM is ideal.