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How to install #Kohya SS GUI trainer and do #LoRA training with Stable Diffusion XL (#SDXL) this is the video you are looking for. I have shown how to install Kohya from scratch. The best parameters to do LoRA training with SDXL. How to use Kohya SDXL LoRAs with ComfyUI. How to do checkpoint comparison with SDXL LoRAs and many more cool stuff. Source GitHub Readme File ⤵️ Automatic Kohya Installer Script File ⤵️ Our Discord server ⤵️ If I have been of assistance to you and you would like to show your support for my work, please consider becoming a patron on 🥰 ⤵️ Technology & Science: News, Tips, Tutorials, Tricks, Best Applications, Guides, Reviews ⤵️ Playlist of #StableDiffusion Tutorials, Automatic1111 and Google Colab Guides, DreamBooth, Textual Inversion / Embedding, LoRA, AI Upscaling, Pix2Pix, Img2Img ⤵️ Learn step-by-step how to install Kohya GUI and do SDXL Stable Diffusion X-Large training from scratch. See example images of raw Stable Diffusion X-Large outputs after LoRA training. Find out how to optimize parameters, do checkpoint comparisons, generate hundreds of images, and use DeepFace AI to sort images by similarity. See how to leverage inpainting to boost image quality. Discover techniques to create stylized images with a realistic base. Get solutions to train on low VRAM GPUs or even CPUs. Resources include model links, prompt examples, parameter settings, workflows, and more. Whether experienced with AI image generation or just starting out, this in-depth tutorial will help take your Stable Diffusion skills to the next level. Learn every step to install Kohya GUI from scratch and train the new Stable Diffusion X-Large (SDXL) model for state-of-the-art image generation. This in-depth tutorial will guide you to set up repositories, prepare datasets, optimize training parameters, and leverage techniques like LoRA and inpainting to achieve photorealistic results. See examples of raw SDXL model outputs after custom training using real photos. Find out how to tune settings like learning rate, optimizers, batch size, and network rank to improve image quality and training speed. Learn to generate hundreds of samples and automatically sort them by similarity using DeepFace AI to easily cherrypick the best images. Get solutions to train SDXL even with limited VRAM - use gradient checkpointing or offload training to Google Colab or RunPod. See how to create stylized images while retaining a photorealistic face using strength tuning and prompt engineering. Whether you're experienced with AI image generation or just starting out, this extensive tutorial will take your Stable Diffusion abilities to the next level. 0:00 Introduction to SDXL LoRA training tutorial 2:50 How to install Kohya GUI trainer 4:58 How to start Kohya GUI trainer after the installation 5:35 Beginning to show all SDXL LoRA training setup and parameters on Kohya trainer 5:51 How to download SDXL model to use as a base training model 6:20 How to prepare training data with Kohya GUI 7:06 What is repeating parameter of Kohya training 7:42 How to set classification images and use which images as regularization images 8:52 How to prepare training dataset folders for Kohya LoRA / DreamBooth training 9:35 What are ohwx rare token and man class token 10:02 Why I am using real images as classification images for realism 10:35 Don't forget copy folders info 11:06 Best parameters for SDXL Kohya LoRA training 14:45 Explanation of Network Rank Dimension for LoRA 15:31 What is Network Alpha for LoRA training 16:18 How to save settings / configuration in Kohya GUI trainer 16:46 The importance and usage of print training command button 18:05 Why did I get out of VRAM error (OOM) 19:02 What does it / second means you see in Kohya trainer or on SD web UIs 19:55 Where to see number of steps it will take 20:35 Where I shared my training command and how you can use it 20:46 How you can do training with my settings 21:40 How to use trained SDXL LoRA models with ComfyUI 23:00 How to do checkpoint comparison with Kohya LoRA SDXL in ComfyUI 27:05 How to generate amazing images after finding best training checkpoint 28:03 How to utilize AI to find best generated images very easily 31:42 How to find best images in certain looking direction / pose 32:03 How to inpaint generated image to improve quality and similarity 34:18 How to do SDXL LoRA training if you don't have a strong GPU 35:10 How to get stylized images such as GTA5 style images of yourself 39:00 Please help me. Thank you so much
