How to download and install it step by step. ustcxiexk opened this issue Nov 14, 2023 · 4 comments. RunPod are Ireland's leading footwear experts. You'll see “RunPod Fast Stable Diffusion” is the pre-selected template in the upper right. access_token = \"hf. 14:35 How to start Kohya GUI after installation. But the results are just infinitely better and more accurate than anything I ever got on 1. Reply replyRealism from HaDeS SDXL v1. Also it is using full 24gb of ram, but it is so slow that even gpu fans are not spinning. The base SDXL model is just so much better made to be fine-tuned with. To build your container, go to the folder you have your Dockerfile in, and run. Just refresh every 10 secs or so until it's back. I ha. 9 Test Lora Collection. 0 model files. Become A Master Of SDXL Training With Kohya SS LoRAs - Combine Power Of Automatic1111 & SDXL LoRAs. Introduction to the v0. SargeZT has published the first batch of Controlnet and T2i for XL. Workflows included. ComfyUI Master Tutorial - Stable Diffusion XL (SDXL) - Install On PC, Google Colab (Free) & RunPod, SDXL LoRA, SDXL InPainting. First a lot of training on a lot of NSFW data would need to be done. On RunPod with a cheap RTX3090 GPU. @junaid1989 I just published SDXL LoRA trainer on Runpod using as low as 9GB VRAM, will come soon on other platforms 🎉 1 elBlacksmith reacted with hooray emoji ️ 1 junaid1989 reacted with heart emojiIn this video, I'll show you how to train amazing dreambooth models with the newly released SDXL 1. In the announcement, Stability. Join to Unlock. ) Local - PC - Free. 36:18 How to install and use ComfyUI (latest version) on RunPod including SDXL. I am also providing an auto installer script. Since runpod can sometimes disconnect you (but not kill the pod), this is highly. Enter your password when prompted. cropping the images at higher resolution (1024 x 1024) in Photoshop. How to use runpodctl tutorial Become A Master Of SDXL Training With Kohya SS LoRAs - Combine Power Of Automatic1111 & SDXL LoRAs ; SDXL training on a RunPod which is another cloud service similar to Kaggle but this one don't provide free GPU ; How To Do SDXL LoRA Training On RunPod With Kohya SS GUI Trainer & Use LoRAs With Automatic1111 UI Here how to install and use Stable Diffusion XL (SDXL) on RunPod. i used runpod solely for training and dreamboothing, can get 48GB VRAM if you wish. . py is a script for SDXL fine-tuning. For RunPod, you can find the menu in your settings in the top right corner. yaml","path":"config_files/accelerate/default_config. 0 model with the 0. 9 dreambooth parameters to find how to get good results with few steps. 9. Includes Auto Downloader Script for SDXL. i couldn't get it to work on colab. It took ~45 min and a bit more than 16GB vram on a 3090 (less vram might be possible with a batch size of 1 and gradient_accumulation_step=2)How To Do SDXL LoRA Training On RunPod With Kohya SS GUI Trainer & Use LoRAs With Automatic1111 UI. perfect eyes. im asking if someone face this problem and got a solution, I will really appreciate your help. Add some content to the following directories:" on Runpod SD. 47. . Keep in my LoRAs trained from Stable Diffusion 1. 0 model files. The only important thing is that for optimal performance the resolution should be set to 1024x1024 or other resolutions with the same amount of pixels but a different aspect ratio. b2 authorize-account the two keys. You will see a "Connect" button/dropdown in the top right corner. Brendan McKeag. The train_dreambooth_lora_sdxl. Auto Installer & Refiner & Amazing Native Diffusers Based Gradio. 5, v2. might be high ram needed then?. I recommend learning dreambooth training with the extension only because the user interface is just much better. {"payload":{"allShortcutsEnabled":false,"fileTree":{"config_files/accelerate":{"items":[{"name":"default_config. 3: I've tried a couple of methods when it comes to data for SDXL: SDXL training. Sped up SDXL generation from 4 mins to 25 seconds!PhD Computer Engineer Furkan Gözükara | Working at the Toros University, Department of Computer and Software Engineering | Mersin / Turkey - FurkanGozukaraSDXL is very surprising but yes i was trying different stuff with the same prompt so just mix up subjects and whatever and should get about the same output I don't do any post processing these are raw Ai renders. If it's not up to date just run a git pull and restart the pod. py. Guidelines for SDXL Finetuning ; Set the Max resolution to at least 1024x1024, as this is the standard resolution for SDXL. As the title says, training lora for sdxl on 4090 is painfully slow. Use_Temp_Storage : If not, make sure you have enough space on your gdrive. Feel free to share gaming benchmarks. /venv/bin/activate. *","identUtf16":{"start":{"lineNumber":9,"utf16Col":3},"end":{"lineNumber":9,"utf16Col":130}},"extentUtf16":{"start":{"lineNumber":9,"utf16Col":0},"end":{"lineNumber":11,"utf16Col":0}}},{"name":"Register. 0 version yet, but it's very close and I wanted to share it with everyone. GPU Instance Pricing. The docker config says Connected and it is, since requests are received in the Container Log inside runpod, but no output is shown inside Krita. md. A tag already exists with the provided branch name. ゴミ箱マークをクリック。. Tutorial For How To Install and Use SDXL On RunPod With A Decent Gradio Interface ; 2 September 2023 Files Updated For SDXL 1. Updated for SDXL 1. 38:40 Instructions to the manual installation of ComfyUI on a RunPod. 9) On Google Colab For Free. Ultimate RunPod Tutorial For Stable Diffusion - Automatic1111 - Data Transfers, Extensions, CivitAI . cache","path":". With the New Balance Fresh Foam 1080 v13, cruise along in. Public IP and. in anaconda, run:RunPod is the simplest and most straight forward way. Thanks to KohakuBlueleaf! Choose a name (e. This guide uses Runpod. 16:31 How to save and load your Kohya SS training configurationDeleting it and reinstalling doesn't help. The feature of SDXL training is now available in sdxl branch as an experimental feature. Will try to post tonight)Took about 5. 38:40 Instructions to the manual installation of ComfyUI on a RunPod. ComfyUI gives you the full freedom and control to. Image generated by the author in Dall-E 3, then upscaled in SDXL AI Image Hack: Combining Dall-E 3 or Midjourney with Stable Diffusion. docker build . How to use Stable Diffusion X-Large (SDXL) with Automatic1111 Web UI on RunPod - Easy Tutorial - YouTube. The second is just to click the 'view API' at the bottom of the page, then click it again. Lecture 18: How Use Stable Diffusion, SDXL, ControlNet, LoRAs For FREE Without A GPU On Kaggle Like Google Colab. . You can use my custom RunPod template to launch. Runpod io vs Run Diffusion Discussion With Google colab stopping use of stable diffusion I’m looking for a new way to run it. 5 Models > Generate Studio Quality Realistic Photos By Kohya LoRA Stable Diffusion Training - Full Tutorial Make a bucket. To launch the demo, please run the following commands: conda activate animatediff python app. 0 and Refiner 1. I'm currently on the "runpod/stable-diffusion:fast-stable-diffusion-2. Sped up SDXL generation from 4 mins to 25 seconds!Readme file of the tutorial updated for SDXL 1. Join to Unlock. So, this is great. The model boasts a 4k contest length and has been built with dialogue in mind using Reinforcement Learning from Human Feedback. How to use Stable Diffusion X-Large (SDXL) with Automatic1111 Web UI on RunPod - Easy Tutorial. _David_Ce • 4 mo. 0 models tomorrow, but you can grab the sdxl 0. 3:18 How to install Kohya on RunPod with a single click installer Trained on Kohya in a Runpod environment using an A40 48GB VRAM card in 20 minutes. 4:22 Important things about using SDXL on RunPod. Most of you assholes can't even afford a gpu and run sd in the cloud. ComfyUI Master Tutorial - Stable Diffusion XL (SDXL) - Install On PC, Google Colab (Free) & RunPod, SDXL LoRA, SDXL InPainting. It will bring you to an interface where you can choose the GPU and parameters you would like your pod to be provisioned with. This UI will let you design and execute advanced Stable. It was updated to use the sdxl 1. #ComfyUI is a node based powerful and modular Stable Diffusion GUI and backend. . How To Do SDXL LoRA Training On RunPod With Kohya SS GUI Trainer & Use LoRAs With. Google Colab needs this to connect to the pod, as it connects through your machine to do so. 49:09 How to use web terminal when jupyter connection is not available. x and SDXL LoRAs. A RunPod template is just a Docker container image paired with a configuration. 1 Click RunPod Automatic1111 SD Web UI SDXL & TensorRT Installer ; 1 Click Installer for Automatic1111 Web UI on RunPod with SDXL and newest TensorRT (75%+ Speed Boost) support. Each version is a different LoRA, there are no Trigger words as this is not using Dreambooth. Welcome to the Runpod Roundup for the week ending July 29, 2023. Once they're installed, restart ComfyUI to enable high-quality previews. github","path":". The usage is almost the same as fine_tune. Auto Installer & Refiner & Amazing Native Diffusers Based Gradio. Searge SDXL v2. cache","contentType":"directory"},{"name":". 📷 comments sorted by Best Top New Controversial Q&A Add a Comment More posts you may like. In this video, the presenter demonstrates how to use Stable Diffusion X-Large (SDXL) on RunPod with the Automatic1111 SD Web UI to generate high-quality images with high-resolution fix. Check out the SDXL fine-tuning blog post to get started, or read on to use the old DreamBooth API. 0. As discussed in the RunPod Roundup, Stable Diffusion XL is now available for the public and we've got you covered if you'd like to give. x and SD2. AUTOMATIC1111's Stable Diffusion WebUI will open in a new tab, and you can now use it to run Stable Diffusion. Yes wait for SDXL 1. 9 through Python 3. SDXL's VAE is known to suffer from numerical instability issues. Though my team has worked very hard to make sure SDXL trains new concepts into it easily, so you still got great results with the nonsensical token!. . ) Local - PC - Free - Google Colab - RunPod - Cloud - Custom Web UI ComfyUI Master Tutorial - Stable Diffusion XL (SDXL) - Install On PC, Google Colab (Free) & RunPod. I am also providing an auto installer script. For activating venv open a new cmd window in cloned repo, execute below command and it will workReadme files of the all tutorials are updated for SDXL 1. Reply. ) Local - PC - Free - Google Colab - RunPod - Cloud - Custom Web UI ComfyUI Master Tutorial - Stable Diffusion XL (SDXL) - Install On PC, Google Colab (Free) & RunPod. rentry. detailed skin. Choose a name (e. Your LoRA will be heavily influenced by the base model, so you should use one that produces the style of images that you would like to. $5 per month. . com. The feature of SDXL training is now available in sdxl branch as an experimental feature. ComfyUI Extension ComfyUI-AnimateDiff-Evolved (by @Kosinkadink) Google Colab: Colab (by @camenduru) We also create a Gradio demo to make AnimateDiff easier to use. Automatic1111 tested and verified to be working amazing with. How to use Stable Diffusion X-Large (SDXL) with Automatic1111 Web UI on RunPod - Easy Tutorial. py, but it also supports DreamBooth dataset. 10 epochs, 16 neurons. Resolutions is better and images are usable right out of the first gen. 2:50 How to install Kohya GUI trainer. Become A Master Of SDXL Training With Kohya SS LoRAs - Combine Power Of Automatic1111 & SDXL LoRAs ; SDXL training on a RunPod which is another cloud service similar to Kaggle but this one don't provide free GPU ; How To Do SDXL LoRA Training On RunPod With Kohya SS GUI Trainer & Use LoRAs With. Other Option for me would be doing it with runpod/comfyUI, but i dont know a way to download torrent directly via JupyterLab in. Once your image is built, you can push it by first logging in. To associate your repository with the runpod topic, visit your repo's landing page and select "manage topics. We might release a beta version of this feature before 3. 4. The A5000 has considerably fewer cores. Make sure to keep “Start Jupyter Notebook” checked. RunPod is engineered to streamline the training process, allowing you to benchmark and train your models efficiently. Here I attempted 1000 steps with a cosine 5e-5 learning rate and 12 pics. In this issue, we'll be discussing the newest advancements in AI models over the past week, with a focus on new offerings that you can run in a RunPod instance right this second. Going forward, I haven’t really been able to get Lora/dream booth working there. #2626 opened last month by zx3on. /venv/bin/activate. } open a terminal wget your models from civitai. Copy the second SSH command (SSH command with private key file) and make sure the path points to the private key. sh into /workspace. ) Cloud - RunPod How To Use SDXL On RunPod Tutorial. They could have provided us with more information on the model, but anyone who wants to may try it out. . Lol. Guidelines for SDXL Finetuning ; Set the Max resolution to at least 1024x1024, as this is the standard resolution for SDXL. i have problem training SDXL Lora on Runpod, already tried my 2nd GPU yet, first one was RTX A5000 and now RTX 4090, been trying for an hour and always get the CUDA memory error, while following the tutorials of SECourses and Aitrepreneur. 4:58 How to start Kohya GUI trainer after the installation. . 99 / month. 5 hours on runpod. SDXL Support for Inpainting and Outpainting on the Unified Canvas. (you are now in the models folder)13:55 How to install Kohya on RunPod or on a Unix system. In addition, the following options can be specified. I'm currently training on runpod as the 12GB card isn't sufficient enough to train at a decent speed and config. ComfyUI Master Tutorial - Stable Diffusion XL (SDXL) - Install On PC, Google Colab (Free) & RunPod #912 FurkanGozukara started this conversation in Show and tell ComfyUI Master Tutorial - Stable Diffusion XL (SDXL) - Install On PC, Google Colab (Free) & RunPod #912The SDXL base checkpoint can be used like any regular checkpoint in ComfyUI. sudo apt-get update. You signed out in another tab or window. SDXL Model checkbox: Check the SDXL Model checkbox if you're using SDXL v1. Serverless means that you are only charged for the time you use the application, and you don't need to pay for the idle time, which is very suitable for this kind. Problem solved. The LoRA model will be saved in the directory specified by the --output_dir option. Epochs: 10. Runpod Instance pricing for H100, A100, RTX A6000, RTX A5000, RTX 3090, RTX 4090, and more. 10. First a lot of training on a lot of NSFW data would need to be done. You don't have a good GPU or don't want to use weak Google Colab?. You signed in with another tab or window. ) Local - PC - Free - RunPod - CloudHow To Use SDXL in Automatic1111 Web UI - SD Web UI vs ComfyUI - Easy Local Install Tutorial / Guide. Colab Pro and Colab Pro+ offer simple to use interface and GPU/TPU compute at a low cost via a subscription model. keep in mind uploading will take a while. Path_to_HuggingFace : ". In this video I will teach you how to install. Here how to install and use Stable Diffusion XL (SDXL) on RunPod. 0 with some of the current available custom models on civitai. Make sure to adjust these settings before you prompt: Resolution: 1024 Width x 1024 Height. See also SDXL_Serverless_Runpod for Text-to-Imgae task. Includes LoRA. Think of them maybe as non backwards compatible. How to. I have the similar setup with 32gb system with 12gb 3080ti that was taking 24+ hours for around 3000 steps. Videos. txt or . 如何微调SDXL LoRA模型（使用Koyha和Runpod） 本指南将介绍如何微调SDXL LoRA模型。 它的目标是尽快为您提供一个高质量的LoRA模型，以便您可以尽快在SDXL模型中使用它。 当然，"快速"是相对的。 收集高质量的训练数据集需要相当长的时间。 实际的模型训练也需要时间，但. And uploading all models/extensions/data is a hasle. However I have since greatly improved my training configuration and setup and have created a much better and near perfect Ghibli style model now, as well as Nausicaä, San, and Kiki character models!Here I compared RTX 3090 vs RTX 4090 SDXL DreamBooth training speed for you. ) Local - PC - Free - RunPod - CloudHow To Do SDXL LoRA Training On RunPod With Kohya SS GUI Trainer & Use LoRAs With Automatic1111 UI If you don't have a GPU, or have a strong GPU, or you are using Mac and your computer not. I am preparing right now. . But for a first run, I think it’s okay. . 46. -t repo/name:tag. type chmod +x install. md. How To Do SDXL LoRA Training On RunPod With Kohya SS GUI Trainer & Use LoRAs With Automatic1111 UI Aug 13, 2023 48 Expert-Level Tutorials on Stable Diffusion & SDXL: Master Advanced Techniques and. 本記事では、自分の好きなキャラを追加学習できる「DreamBooth」をRunPod上で行うやり方に. a. Based on resource engagement, specifically, collection adds and images uploaded, these resources will be entered into a pool to be further judged by our team to decide the final winners. Well, it's not a real 1. The documentation in this section will be moved to a separate document later. Model_Version : Or. October 24 - 2023 . MASSIVE SDXL ARTIST COMPARISON: I tried out 208 different artist names with the same subject prompt for SDXL. Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. Log into the Docker Hub from the command line. Colab Pro+ $49. Once you have uploaded files modify below file paths and execute command . ) Cloud - RunPod How To Use SDXL On RunPod Tutorial. c. 0 | all workflows use base + refiner. Here how to install and use Stable Diffusion XL (SDXL) on RunPod. Then running. RunPod RunPod is a cloud computing platform, primarily designed for AI and machine learning applications. Currently on epoch 25 and slowly improving on my 7000 images. RunPod(SDXL Trainer) Paperspace(SDXL Trainer) Colab(pro)-AUTOMATIC1111 The Zwift Runpod helps overcome that sense of isolation by giving you an avatar in a virtual island populated by runners and cyclists for group workouts and friendly competition. 2. 0 base model as of yesterday. Updated 4. 2 GB and pruning has not been a thing yet. runpod is a jupyter notebook, literally works like colab, except you can get 24GB VRAM for cheap. May be just me, but either using the SDXL offset Lora set to weight of 0. 41:52 How to start ComfyUI after the installation. 🎉 Welcome to a brand-new tutorial where we unlock the potential of generative AI technologies with SDXL and LORA styles!In this video, we delve deep into th. " GitHub is where people build software. お疲れさまでした。. Add this topic to your repo. 1 File (). github","path":". you can mount gdrive, pull from huggingface or civitai. ) Local - PC - Free - RunPod - CloudHow To Do SDXL LoRA Training On RunPod With Kohya SS GUI Trainer & Use LoRAs With Automatic1111 UI. Click on it and select "Connect to a local runtime". Reply. ) Kohya Web UI - RunPod - Paid. com. 48. com. Creating a Template Templates are used to launch images as a pod; within a template, you define the required container disk size, volume, volume path, and ports needed. The feature of SDXL training is now available in sdxl branch as an experimental feature. mount and store everything on /workspace im builing a docker image than can be used as a template in runpod but its quite big and taking sometime to get right. 0:00 / 16:17. Once your image is built, you can push it by first logging in. r/StableDiffusion • MASSIVE SDXL ARTIST COMPARISON: I tried out 208 different artist names with the same subject prompt for SDXL. Sytan's SDXL workflow gives the Supporting Terms to the CLIP_L text encoder. I can get most whatever I want done in a matter of 1. 3Gb of VRAM. Choose an instance with at least 12GB vRAM. Switch (image,mask), Switch (latent), Switch (SEGS) - Among multiple inputs, it selects the input designated by the selector and outputs it. The feature of SDXL training is now available in sdxl branch as an experimental feature. 📷 45. sh this downloads the SDXL with fixed integrated VAE. 0 because, dunno why, it's instable. Jul 28, 2023 • 3 min read. 9 produces massively improved image and composition detail over its predecessor. Add port 8188. r/StableDiffusion • MASSIVE SDXL ARTIST COMPARISON: I tried out 208 different artist names with the same subject prompt for SDXL. com. Learn to use RunPod for SDXL training with Kohya SS GUI & Automatic1111 UI in this tutorial by SE Courses. 12. Auto Installer & Refiner & Amazing Native Diffusers Based Gradio. tdevenere • 1 day ago. py and add your access_token. I run it following their docs and the sample validation images look great but I’m struggling to use it outside of the diffusers code. It’s in the diffusers repo under examples/dreambooth. How To Do SDXL LoRA Training On RunPod With Kohya SS GUI Trainer & Use LoRAs With Automatic1111 UI. 🚀Announcing stable-fast v0. How to use Stable Diffusion X-Large (SDXL) with Automatic1111 Web UI on RunPod - Easy Tutorial . ) Local - PC - Free. Used the settings in this post and got it down to around 40 minutes, plus turned on all the new XL options (cache text encoders, no half VAE & full bf16 training) which helped with memory. ~30 minutes on 3090, Dataset example:🚀Announcing stable-fast v0. Just upload an SDXL 1. The same goes for SD 2. SetupThere's r/piratediffusion over Telegram, connected to a free Cloud Service provided by us. Currently hosted on Hugging Face spaces as demo. 18. 0:00 Introduction to SDXL LoRA training tutorial. RunPod is a cloud computing platform, primarily designed for AI and machine learning applications. Make sure to set API key and endpoint ID before running the script. In our experiments, we found that SDXL yields good initial results without extensive hyperparameter tuning. I did not use regularization images. RunPod. Any easy tutorial. 0 ( not RunPod Fast Stable Diffusion = runpod/stable-diffusion:fast-stable-diffusion-2. Just to show a small sample on how powerful this is. 1 latent. Problem with upscaling. Then we are ready to start the application. ) RunPod - Automatic1111 Web UI - Cloud - Paid - No PC Is Required . To enable higher-quality previews with TAESD, download the taesd_decoder. we will see, but nichijou777 or whoever you are, shame on you. RunPod is committed to making cloud computing accessible and affordable to all without compromising on features, usability, or experience. Someone correct me if I’m wrong, but CLIP encodes the prompt into something that the UNet can understand? So you would probably also need to do something about that. r/WindowsOnDeck. The documentation in this section will be moved to a separate document later. sh ; Open a new. Customize a Template. github. The feature of SDXL training is now available in sdxl branch as an experimental feature. Become A Master Of SDXL Training With Kohya SS LoRAs - Combine Power Of Automatic1111 & SDXL LoRAs ; SDXL training on a RunPod which is another cloud service similar to Kaggle but this one don't provide free GPU ; How To Do SDXL LoRA Training On RunPod With Kohya SS GUI Trainer & Use LoRAs With. 7 to be exact. Our key offerings include GPU Instances, Serverless GPUs, and AI Endpoints. Become A Master Of SDXL Training With Kohya SS LoRAs - Combine Power Of Automatic1111 & SDXL LoRAs ; SDXL training on a RunPod which is another. Become A Master Of SDXL Training With Kohya SS LoRAs - Combine Power Of Automatic1111 & SDXL LoRAs. on Runpod it was 20c per hour that 8gb one. Customize a Template. I always use 3 as it looks more realistic in every model the only problem is that to make proper letters with SDXL you need higher CFG. 1:55 How to start your RunPod machine for Stable Diffusion XL usage and training. Add this topic to your repo. Kohya GUI has support for SDXL training for about two weeks now so yes, training is possible (as long as you have enough VRAM). ago. {"payload":{"allShortcutsEnabled":false,"fileTree":{"":{"items":[{"name":". 9 VAE to it. All prompts share the same seed. AutoV2. SDXL training currently is just very slow and resource intensive. " GitHub is where people build software. import runpod runpod. Your LoRA will be heavily influenced by the base model, so you should use one that produces the style of images that you would like to create. 0 with the node-based user interface ComfyUI. 5: Speed Optimization for SDXL, Dynamic CUDA Graph. You will need a RunPod API key which can be generated under your user settings. 48. I find the results interesting for comparison; hopefully others will too. 5 where you're gonna get like a 70mb Lora. pull down the repo. 48. bsabiston • 8 mo. ago. Thanks for the tips on Comfy! I'm enjoying it a lot so far. g. Choose the version that aligns with th. Conclusion This script is a comprehensive example of. By watching. RunPod and Data Science Dojo are excited to collaborate in this fireside chat and provide insights into the cutting-edge GPU solutions reshaping the ML landscape. Master image generation and improve face quality in under an hour. 0 Update v1. get a key from B2. In this guide, we'll set up SDXL v1. 0:00 Introduction to easy tutorial of using RunPod to do SDXL training. It’s a jupyterlab environment and there’s a runpod notebook with instructions at each step like colab. Step 2: Access the Desktop Environment Once the Pod is up and running, copy the public IP address and external port from the connect page. they designed it to work on windows so no chance on runpod or vast. So you can't change model on this endpoint. I kept getting the message of "Nothing here. This API key will identify you for billing purposes, so guard it well! Note: You must retrieve your results via the status endpoint within 30 minutes. This requires minumum 12 GB VRAM. I've written a separate guide for training SDXL LoRAs with Runpod. ago. 0 model with the 0. I want(ed) a video companion guide and I might still do it, but after I get some feedback. Stable Diffusion, SDXL, Kohya, LoRA, DreamBooth. This is for selecting the base model. Additionally, you'll need to provide an API key associated with your RunPod account. First Ever SDXL Training With Kohya LoRA - Stable Diffusion XL Training Will Replace Older. 32 DIM should be your ABSOLUTE MINIMUM for SDXL at the current moment. Supports SDXL and SDXL Refiner. Then use Automatic1111 Web UI to generate images with your trained LoRA files. Settings: unet+text encoder learning rate = 1e-7.