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Sdxl syntax pdf. June 22, 2023. We are releasing two new diffusion models for research purposes: SDXL-base-0. The CLIP Text Encode nodes take the CLIP model of your checkpoint as input, take your prompts (postive and negative) as variables, perform the encoding process, and output these embeddings to the next node, the KSampler. DXL encryption tool DXL encrypted with DOORS 9. This will increase speed and lessen VRAM usage at almost no quality loss. Download both the Stable-Diffusion-XL-Base-1. And stick to the same seed. It can create intricate, detailed, and aesthetically pleasing images with just a few words. To encode the image you need to use the "VAE Encode (for inpainting)" node which is under latent->inpaint. Selector to change the split behavior of the negative prompt. Stable Diffusion XL (also known as SDXL) has been released with its 1. It is a much larger model. They are limited by the rather superficial knowledge of SD, but can probably give you a good base for your own Nov 24, 2023 · How To Do Stable Diffusion XL (SDXL) DreamBooth Training For Free — Utilizing Kaggle — Easy Tutorial 🌟 Master Stable Diffusion XL Training on Kaggle for Free! 🌟 Welcome to this comprehensive tutorial where I’ll be guiding you through the exciting world of setting up and training Stable Diffusion XL (SDXL) with Kohya on a free Kaggle It depends on the implementation, to increase the weight on a prompt. This is the Stable Diffusion web UI wiki. You will see how to Prompting-Features# Prompt Syntax Features#. 1. Samplers are an advanced topic although understanding how they work will help you understand how the dynamic prompts engine works. SDXL Turbo is a new distilled base model from Stability AI that allows for incredibly fast AI image creation with Stable Diffusion. 6K runs. It’s important to note that the model is quite large, so ensure you have enough storage space on your device. That’s why I will begin with prompt anatomy, and check whether a arXiv. And in this video I will show you How to get Better results in Stable Stable Diffusion XL. So after messing with this for several days -- then switching back to 1. 0 (no fine-tuning, no LoRA) 4 times, one for each panel ( prompt source code ) - 25 inference steps. Using the command-line interface or the provided API, run the generation script with the desired parameters. *SDXL-Turbo is based on a novel training method called Adversarial Diffusion Distillation (ADD) (see the technical report), which allows sampling large-scale foundational image diffusion models in 1 to 4 steps at high image quality. Learned from Midjourney, the manual tweaking is not needed, and users only need to focus on the prompts and images. It's easy to learn and fun, and its syntax is simple yet elegant. Dynamic Prompts uses samplers to select values from variants and wildcards. It is created by Stability AI. Stable Diffusion is a free AI model that turns text into images. Step 3: Run the Generation Script. For artists, hobbyists, and AI enthusiasts alike, mastering the art of creating lifelike images using SDXL is both an exciting challenge and an opportunity to push the Aug 10, 2023 · The pooling embedding used by SDXL is not of the same shape as the other tensors. If you prefer a more automated approach to applying styles with prompts, you can use the SDXL Style Selector extension to add style keywords to your prompt. batouresearch. 0 it decreases the weight. In the settings tab, you can change these two any string, e. So far, we have assumed a random sampler, which randomly selects one of the options. There are a few ways for a consistent character. Jan 15, 2024 · Download the newspaper-collage. The tutorial is available in a Github readme file linked in the video description. SDXL is capable of generating stunning images with complex concepts in various art styles, including photorealism, at quality levels that exceed the best image models available today. CHAPTER 4 Other ways to help There are several ways to contribute, even if you can’t code (or can’t code well): •triaging bugs on the bug tracker: closing bugs that have already been closed, are not relevant, cannot be repro- Supported models: Stable Diffusion 1. 9 vae, along with the refiner model. The Stability AI team released a Revision workflow, where images can be used as prompts to the generation pipeline. Contribute to soulteary/docker-sdxl development by creating an account on GitHub. Discover More From Me:🛠️ Explore hundreds of AI Tools: https://futuretools. The abstract from the paper is: We present SDXL, a latent diffusion model for text-to-image synthesis. Make sure you are on the Traning sub tab. Just like its predecessors, SDXL has the ability to generate image variations using image-to-image prompting, inpainting (reimagining Copy the settings from here and paste into a text file. If you're using ComfyUI you can right click on a Load Image node and select "Open in MaskEditor" to draw an inpanting mask. The next best option is to train a Lora. 0 at 1216x832px size (landscape) and 832x1216px size (portrait). Feb 24, 2024 · ComfyUI is a node-based interface to use Stable Diffusion which was created by comfyanonymous in 2023. json. - various resolutions to change the aspect ratio (1024x768, 768x1024, also did some testing SDXL is a new Stable Diffusion model that - as the name implies - is bigger than other Stable Diffusion models. Prompting is a two-way interaction between the user and the AI system. Faster examples with accelerated inference. He is just adding extra tokens for no reason, same with ! and ? in the way he are using them. Mar 10, 2011 · Stable Diffusion, SDXL, LoRA Training, DreamBooth Training, Automatic1111 Web UI, DeepFake, Deep Fakes, TTS, Animation, Text To Video, Tutorials, Guides, Lectures Launching the App. Run with an API. Prompting and the refiner model aside, it seems like the fundamental settings you're used to using Aug 25, 2023 · Empowering Artists with SDXL 1. Aug 1, 2023 · In this tutorial, we are going to install/update A1111 to run SDXL v1! Easy and Quick: Windows only!📣📣📣I have just opened a Discord page to discuss SD and Jul 14, 2023 · The Stable Diffusion XL (SDXL) model is the official upgrade to the v1. This base model is available for download from the Stable Diffusion Art website. 1, SDXL, Würstchen-v2, Stable Cascade, PixArt-Alpha and inpainting models; Model formats: diffusers and ckpt models; Training methods: Full fine-tuning, LoRA, embeddings; Masked Training: Let the training focus on just certain parts of the samples. These sample images were created locally using Automatic1111's web ui, but you can also achieve similar results by entering prompts one at a time into your distribution/website of choice. For ComfyUI: place the file under “ComfyUI\models\loras” folder. A collection of what Stable Diffusion imagines these artists' styles look like. Step 4: Refine and Iterate. With a flexible and intuitive syntax, you can re-weight different parts of a prompt string and thus re-weight the different parts of the embedding tensor produced from the string. Textual Inversion - SDXL. We propose a diffusion distillation method that achieves new state-of-the-art in one-step/few-step 1024px text-to-image generation based on SDXL. Benchmarking Large Multimodal Models against Common Corruptions. Dec 14, 2023 · Model weights: Use sdxl-vae-fp16-fix; a VAE that will not need to run in fp32. All the images are composed using SDXL 1. It can create images in variety of aspect ratios without any problems. With 3. 0 version and in this guide, I show how to install it in Automatic1111 with simple step Feb 7, 2024 · To use SDXL, you’ll need to download the two SDXL models and place them in your ComfyUI models folder. 0 Prompt Guide | Stable DiffusionSDXL 1. Apr 14, 2021 · 101 EXCEL FUNCTIONS 4 DAY, MONTH, YEAR, and DATE You can use the DAY, MONTH, and YEAR functions to disassemble any date into its raw components, and the DATE function to put things back An implementation of Prompt-to-Prompt for the SDXL architecture. . 5) for example. 5 and 2. Jul 31, 2023 · SDXL, ComfyUI and Stable Diffusion for Complete Beginner's - Learn everything you need to know to get started. " GitHub is where people build software. SDXL-Turbo is based on a novel training method called Adversarial Diffusion Distillation (ADD) (see the technical report), which allows sampling large-scale foundational image diffusion models in 1 to 4 steps at high image quality. In the AI world, we can expect it to be better. bat. More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects. Public. On the txt2img page of AUTOMATIC1111, select the sd_xl_turbo_1. Woman named Garkactigaca, purple hair, green eyes, neon green skin, affro, wearing giant reflective sunglasses. Launch koyha_ss gui by launching gui. Fooocus is an image generating software (based on Gradio ). The SDXL base model performs significantly better than the previous variants, and the model combined with the refinement module achieves the best overall performance. To start the application, click the Start / Launch button and wait until it is fully launched. Probably the Comfyiest way to get into Genera Dall-E 3's system prompt is fed to ChatGPT, and the modified prompt is fed to the Dall-E 3s text encoder. Stable Diffusion XL (SDXL) was proposed in SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis by Dustin Podell, Zion English, Kyle Lacey, Andreas Blattmann, Tim Dockhorn, Jonas Müller, Joe Penna, and Robin Rombach. json: Text-to-image workflow for SDXL Turbo; image_to_image. This level of engagement brings about an intriguing blend of precision and unpredictability. Stable Diffusion web UI. For Automatic1111: place the file under “SD-Web-UI\models\Lora” folder. No longer must users resort to terms like “masterpiece” to yield high-quality results. License: SDXL 0. 0 Model. Click on the LORA tab at top. A lot of those examples were useless had he just read the wiki. LLM: llama-2 is used to generate the captions of 4 comic panels ( prompt source code ) Stable Diffusion: - I run SDXL 1. Click the Load button and select the . From our experience, Revision was a little finicky with a lot of randomness. /. This tutorial walks through a Textual Inversion training run with a Stable Diffusion XL base model. 0 or earlier does not work with later versions of DOORS. com/models/111463/searge-sdxl-evolved-v41-optimized-workflow- Nov 30, 2023 · Download the SDXL Turbo model. 5 or SDXL. For example, see over a hundred styles achieved using prompts with the SDXL model. 0 model. For A1111: Use () in prompt increases model's attention to enclosed words, and [] decreases it, or you can use (tag:weight) like this (water:1. People are still trying to figure out how to use the v2 models. o has marked a revolutionary leap forward, especially in the realm of photorealistic portraits. Create a new folder (e. 98 billion for the v1. SDXL Auto Prompter. Sytan's SDXL Workflow will load: Stable Diffusion XL ( SDXL), is the latest AI image generation model that can generate realistic faces, legible text within the images, and better image composition, all while using shorter and simpler prompts. 1 - Dataset. Conclusion. Shanchuan Lin, Anran Wang, Xiao Yang. And make sure to checkmark “SDXL Model” if you are training the SDXL model. 5. PEARSON EDUCATION LIMITED Edinburgh Gate Harlow CM20 2JE Tel: +44 (0)1279 623623 Fax: +44 (0)1279 Dec 19, 2023 · Step 4: Start ComfyUI. json workflow file you downloaded in the previous step. Special thanks to @WinstonWoof and @Danamir for their contributions! SDXL Prompt Styler: Minor changes to output names and printed log prompt. The InvokeAI prompting language has the following features: Attention weighting#. Add this topic to your repo. UI and Frontend: React + Next 13. Append a word or phrase with -or +, or a weight between 0 and 2 (1=default), to decrease or increase "attention" (= a mix of per-token CFG weighting multiplier and, for -, a weighted blend with the prompt without the term). Easiest is to give it a description and name. Automatic Installation: Download the install. Double-click the install. https://civitai. Step 2. Use trigger word “newspaper collage style” in your prompt. Without a bracket or specifying weights outside the brackets do indeed not add emphasis. , e. It takes FOREVER to generate an animation 2hrs vs 20 minutes and the quality of both the animations and the images are far superior on 1. Quicktour →. As we all know, StabilityAI claims that the model is optimized for generating images from concise prompts. 5 model. The total number of parameters of the SDXL model is 6. 0. This is not Dreambooth, as it is not available for SDXL as far as I know. safetensors file and place it in your models/Lora folder. Download the SDXL Turbo Model. All you need to do is download it and place it in your AUTOMATIC1111 Stable Diffusion or Vladmandic’s SD. Of course no one knows the exact workflow right now (no one that's willing to disclose it anyways) but using it that way does seem to make it follow the style closely. 500. This means you can create GIFs at several different aspect ratios and resolutions, just with the base Hotshot-XL model. 🧨 Diffusers Collaborate on models, datasets and Spaces. The model distinguishes between concepts like “The Red Square” (a SDXL-Turbo is a distilled version of SDXL 1. This approach uses score An Introduction to English Syntax Third Edition NOEL BURTON-ROBERTS. Compared to previous versions of Stable Diffusion, SDXL leverages a three times larger UNet backbone: The increase of model parameters is mainly due to more attention blocks and a larger cross-attention context as SDXL uses a second text encoder. 0: An improved version over SDXL-refiner-0. The model is released as open-source software. Images from v2 are not necessarily better than v1’s. Mar 18, 2024 · SDXL-refiner-1. Jan 25, 2024 · In the ever-evolving world of digital art, Generative image models such as SDXL 1. Using my normal Arguments --xformers --opt-sdp-attention --enable-insecure-extension-access --disable-safe-unpickle Mar 19, 2024 · The three main versions of Stable Diffusion are v1, v2, and Stable Diffusion XL (SDXL). Oct 22, 2023 · Combining the framing and angle. Download the SDXL base and refiner models from the links given below: Once you’ve downloaded these models, place them in the following directory: ComfyUI_windows_portable\ComfyUI\models\checkpoints. In Dall-E 3's case, the text encoder is itself an LLM trained with billions of aesthetically scored DALL-E 2 and 2. You will get the best results using "Euler A SGMUniform" sampling method with 7-11 steps, in one pass, or you may experiment with a sampler in first pass and fix the result in 2nd pass (f. Switch between documentation themes. A CFG of 7-10 is generally best, as going over will tend to overbake, as we've seen in earlier SD models. 6 billion, compared with 0. Click run_nvidia_gpu. This comprehensive guide offers a step-by-step walkthrough of performing Image to Image conversion using SDXL, emphasizing a streamlined approach without the use of a refiner. We call these embeddings. 3. It is a Latent Diffusion Model that uses two fixed, pretrained text encoders ( OpenCLIP-ViT/G and CLIP-ViT/L ). py: Gradio app for simplified SDXL Turbo UI; requirements. 0 version of SDXL. SDXL with prompt weighting available using Compel's syntax. (a) Text to Image (cross-modality similarity) (b) Image to Text (cross-modality similarity) (c) Text to Speech (uni-modality similarity) (d) Speech to Text (uni-modality similarity ) Figure 2. Step. Instead, as the name suggests, the sdxl model is fine-tuned on a set of image-caption pairs. Jul 8, 2023 · I ran several tests generating a 1024x1024 image using a 1. Contribute to kamata1729/SDXL_controlnet_inpait_img2img_pipelines development by creating an account on GitHub. {red|green|blue}. SDXL 1. Read more about SDXL-Lightning in this article. Not Found. A technical report on SDXL is now available here. 9. Those extra parameters allow SDXL to generate images that more accurately adhere to complex Reply. Through meticulous preparation, the strategic use of positive and negative prompts, and the incorporation of Derfuu nodes for image scaling, users can SDXL 1. i. Stable Diffusion XL. ). PIXART-α : First Open Source Rival to Midjourney - Better Than Stable Diffusion SDXL - Full Tutorial Dec 11, 2023 · Do you want to create stunning AI paintings in seconds? Watch this video to learn how to use SDXL Turbo, a blazing fast AI generation model that works with local live painting. bat files from the provided link. to get started. This is similar to Midjourney's image prompts or Stability's previously released unCLIP for SD 2. 5 model and SDXL for each argument. 画質向上の背景としては、SDXLは2段階の画像処理（BaseモデルとRefinerモデル）の採用、UNetバックボーンの3倍の活用 Using SDXL's Revision workflow with and without prompts. #ai #stablediffusion #aitutorial #sdxl #sdxlturboThis video shows three different methods of running SDXL Turbo locally on your machine including the install Stable Diffusion XL ( SDXL), is the latest AI image generation model that can generate realistic faces, legible text within the images, and better image composition, all while using shorter and simpler prompts. Those will probably be need to be fed to the 'G' Clip of the text encoder. 0 (SDXL 1. next models\Stable-Diffusion folder. Summary: Subjectively, 50-200 steps look best, with higher step counts generally adding more detail. Click on the "Configuration File" accordian just below and select the config file you saved from here. The first step to using SDXL with AUTOMATIC1111 is to download the SDXL 1. This is a problem because how weighting currently works is by making an association between word and output vector: Fried (Banana) can be weight as (Fried, 1) (Banana, 1. Unlike other Stable Diffusion tools that have basic text fields where you enter values and information for generating an image, a node-based interface is different in the sense that you’d have to create nodes to build a workflow to generate images. SDGenius. This also includes the aspect ratio of the image; landscape or portrait. 0 is the evolution of Stable Diffusion and the next frontier for generative AI for images. 0 model is remarkable. Feb 17, 2024 · There are SDXL-Lightning versions of Cinematix avalable, which allow much faster generations. bat file to start the automatic installation process. 简单、靠谱的 SDXL Docker 使用方案。. The script will utilize the SDXL model to generate the image based on your input. To use the application in your default browser, click the Open External button above the user interface. 9 Research License. We’re on a journey to advance and democratize artificial intelligence through open source and open science. Stable Diffusion 3 is the latest tex-to This is using the 1. To create well composed images you need to combine the frame/position of the camera with the right pairing in terms of the camera angle. org Dec 19, 2023 · The CLIP model is used to convert text into a format that the Unet can understand (a numeric representation of the text). . We offer the system an idea, a phrase, or a sentence, and in return, the AI paints us a digital picture, crafts a piece of text, or composes a melody. "subject" input field can be changed to support your style or lora, just add your subject and it will overwrite "man, woman " etc. Our method combines progressive and adversarial distillation to achieve a balance between quality Stable Diffusion XL (SDXL) is a powerful text-to-image generation model that iterates on the previous Stable Diffusion models in three key ways: the UNet is 3x larger and SDXL combines a second text encoder (OpenCLIP ViT-bigG/14) with the original text encoder to significantly increase the number of parameters. The user-friendliness of the SDXL 1. Oct 29, 2023 · This Stable Diffusion XL or SDXL prompt guide aims to provide a comprehensive understanding of various aspects related to the SDXL model from prompt anatomy to styles. with Hires fix). 0; You may think you should start with the newer v2 models. 5 Billion parameters, SDXL is almost 4 times larger than the original Stable Diffusion model, which only had 890 Million parameters. For NMKD: Use + after a word/phrase to make it more impactful, or Sep 19, 2023 · A walkthrough of the drag and drop ComfyUI workflow Searge SDXL on RunDiffusion. io/ Python is a beautiful language. Aug 27, 2023 · SDXL Prompt Styler Advanced: New node for more elaborate workflows with linguistic and supportive terms. Reply. 0 and 2. txt: Required Python packages Stable Diffusion, SDXL, LoRA Training, DreamBooth Training, Automatic1111 Web UI, DeepFake, Deep Fakes, TTS, Animation, Text To Video, Tutorials, Guides, Lectures DXL syntax is like C and C++. 0 is the best model from Stability Ai. 6) if its less than 1. bat and run. txt to . Jul 4, 2023 · View PDF Abstract: We present SDXL, a latent diffusion model for text-to-image synthesis. This is more of an "advanced" tutorial, for those with 24GB GPUs who have already been there and done that with training LoRAs and so on, and want to now take things one step further. The chart above evaluates user preference for SDXL (with and without refinement) over SDXL 0. GitHub. 0, 2. July 4, 2023. To associate your repository with the sdxl-turbo topic, visit your repo's landing page and select "manage topics. Setup. Check the Github link for the docs. Feb 18, 2024 · Using prompts alone can achieve amazing styles, even using a base model like Stable Diffusion v1. Also, see the following video: Introduction to DOORS eXtension Language (DXL). Easy prompting for generation of endless random art pieces and photographs! Model Description *SDXL-Turbo is a distilled version of SDXL 1. Jan 8, 2024 · 8. Jul 26, 2023 · What is Stable Diffusion XL 1. e. g. For today's tutorial I will be using Stable Diffusion XL (SDXL) with the 0. 4 and 1. Model Description: This is a model that can be used to generate and modify images based on text prompts. LORA Source Model. 1. •. 5 prompts, but SDXL uses two versions of CLIP, which are a far smaller models trained on simpler text image pairs. Aug 18, 2023 · Now that your images and folders are prepared, you are ready to train your own custom SDXL LORA model with Kohya. 2) or (water:0. Then copy the text file and rename . Once launched, an Open WebUI or Open Session button will appear to use the App inside of Pinokio. For a full description of DXL, see the DXL Reference Manual, which is available as a PDF and from the Help menu. (inside a spaceship:2. Stable Diffusion XL (SDXL) is a powerful text-to-image generation model that iterates on the previous Stable Diffusion models in three key ways: the UNet is 3x larger and SDXL combines a second text encoder (OpenCLIP ViT-bigG/14) with the original text encoder to significantly increase the number of parameters. 0) is correct syntax. It achieves state-of-the-art performance with a new distillation technology, enabling single-step image generation with unprecedented quality, reducing the required step count from 50 to just one. Tedious_Prime. It’s significantly better than previous Stable Diffusion models at realism. By default these are set to {and } respectively. 0_fp16 model from the Stable Diffusion Checkpoint dropdown menu. Most Awaited Full Fine Tuning (with DreamBooth effect) Tutorial Generated Images - Full Workflow Shared In The Comments - NO Paywall This Time - Explained OneTrainer - Cumulative Experience of 16 Months Stable Diffusion Here's how to install and run Stable Diffusion locally using ComfyUI and SDXL. Put it in the stable-diffusion-webui > models > Stable-diffusion. Use TAESD; a VAE that uses drastically less vram at the cost of some quality. 0) SDXL 1. Samplers. 5, 2. Enter txt2img settings. 9: The base model was trained on a variety of Like SDXL, Hotshot-XL was trained at various aspect ratios with aspect ratio bucketing, and includes support for SDXL parameters like target-size and original-size. Dec 3, 2023 · In this tutorial I show how to install and use PixArt-α both locally and on a cloud service RunPod with automatic installers and step by step guidance. v2 models are 2. sdxl-weighting-prompts. Python is a popular choice for beginners, yet still powerful enough to to back some of the world’s most popular products and applications from companies like NASA, Google, Mozilla, Cisco, Microsoft, and Instagram, among others. <red|green|blue> or even ::red|green|blue::. Just like its predecessors, SDXL has the ability to generate image variations using image-to-image prompting, inpainting (reimagining Most Awaited Full Fine Tuning (with DreamBooth effect) Tutorial Generated Images - Full Workflow Shared In The Comments - NO Paywall This Time - Explained OneTrainer - Cumulative Experience of 16 Months Stable Diffusion In case of a syntax clash with another extension, Dynamic Prompts allows you to change the definition of variant start and variant end. I. v1 models are 1. How to use Stable Diffusion 3 API. Radar charts depicting the relative consistency scores of five selected models for Fooocus. While having an overview is helpful, keep in mind that these styles only imitate certain aspects of the artist's work (color, medium, location, etc. Diffusers. 5 - I cannot recommend using SDXL at it's current state. 0, trained for real-time synthesis. It has a base resolution of 1024x1024 pixels. Stable Diffusion, SDXL, LoRA Training, DreamBooth Training, Automatic1111 Web UI, DeepFake, Deep Fakes, TTS, Animation, Text To Video, Tutorials, Guides, Lectures A text prompt weighting and blending library for transformers-type text embedding systems, by @damian0815. SDXL is just another model. Stable Diffusion XL (SDXL) is an open-source diffusion model, the long waited upgrade to Stable Diffusion v2. What is Prompt-to-prompt (P2P)? P2P is an editing technique that utilizes self- and cross-attention inherent in the diffusion process, and does not rely on external tools to make local and global edits. 0 and Stable-Diffusion-XL-Refiner-1. text_to_image. Apr 5, 2024 · Stable Diffusion XL（SDXL）は、Stability AI社によって開発された最新の画像生成AIモデルで、従来のStable Diffusionよりも大幅に画質が向上しています。. Feb 21, 2024 · SDXL-Lightning: Progressive Adversarial Diffusion Distillation. 0 models via the Files and versions tab, clicking the small download icon SDXL (3) Img2img (21) Txt2img (35) Inpainting (14) Model (15) Fundamentals (6) Search. bat and ComfyUI will automatically open in your web browser. 9 and Stable Diffusion 1. json: High-res fix workflow to upscale SDXL Turbo images; app. Sit back and let the model work its magic. , "auto SDXL") and move the downloaded files into it. This site offers easy-to-follow tutorials, workflows and structured courses to teach you everything you need to know about Stable Diffusion. For this tutorial, we'll use a dataset consisting of 4 images of Bruce the Gnome: Aug 2, 2023 · Download the SDXL 1. json: Image-to-image workflow for SDXL Turbo; high_res_fix. Using the above method, generate like 200 images of the character Jul 28, 2023 · Downloading SDXL. In “Pretrained model name or path” pick the location of the model you want to use for the base, for example Stable Diffusion XL 1. Wiki Home. Fooocus is a rethinking of Stable Diffusion and Midjourney’s designs: Learned from Stable Diffusion, the software is offline, open source, and free. 5 Model type: Diffusion-based text-to-image generative model. ed dq xk xn gh tb yc wv cz xx