Model Cache. The SDXL base checkpoint can be used like any regular checkpoint in ComfyUI. Outpainting is the same thing as inpainting. 0 and Refiner 1. 0 with its. Any model is a good inpainting model really, they are all merged with SD 1. 9 can be used for various applications, including films, television, music, instructional videos, and design and industrial use. Img2Img works by loading an image like this example image, converting it to latent space with the VAE and then sampling on it with a denoise lower than 1. Just like its predecessors, SDXL has the ability to generate image variations using image-to-image prompting, inpainting (reimagining of the. It excels at seamlessly removing unwanted objects or elements from your. 5. 5 did, not to mention 2 separate CLIP models (prompt understanding) where SD 1. It offers artists all of the available Stable Diffusion generation modes (Text To Image, Image To Image, Inpainting, and Outpainting) as a single unified workflow. One of my first tips to new SD users would be “download 4x Ultrasharp and put it in the models/ESRGAN folder, then change it to your default upscaler for hiresfix and img2img upscaling”. I don’t think “if you’re too newb to figure it out try again later” is a. Raw output, pure and simple TXT2IMG. Select Controlnet model "controlnetxlCNXL_h94IpAdapter [4209e9f7]". Specifically, the img2img and inpainting features are functional, but at present, they sometimes generate images with excessive burns. Speed Optimization for SDXL, Dynamic CUDA GraphOur goal is to fine-tune the SDXL 1. If this is right, then could you make an "inpainting LoRA" that is the difference between SD1. SDXL Support for Inpainting and Outpainting on the Unified Canvas. In addition to basic text prompting, SDXL 0. The total number of parameters of the SDXL model is 6. In the AI world, we can expect it to be better. As before, it will allow you to mask sections of the image you would like to let the model have another go at generating, letting you make changes and adjustments to the content or just having another go at a hand that doesn’t. Basically, load your image and then take it into the mask editor and create a mask. sdxl A text-to-image generative AI model that creates beautiful images Updated 1 week, 5 days ago. /r/StableDiffusion is back open after the protest of Reddit killing open API access, which will bankrupt app developers, hamper moderation, and exclude blind users from the site. When inpainting, you can raise the resolution higher than the original image, and the results are more detailed. 5 you get quick gens that you then work on with controlnet, inpainting, upscaling, maybe even manual editing in Photoshop and then you get something that follows your prompt. Discord can help give 1:1 troubleshooting (a lot of active contributors) - InvokeAI's WebUI interface is gorgeous and much more responsive than AUTOMATIC1111's. The demo is here. Strategies for optimizing the SDXL inpaint model for high quality outputs: Here, we'll discuss strategies and settings to help you get the most out of the SDXL inpaint model, ensuring high-quality and precise image outputs. My findings on the impact of regularization images & captions in training a subject SDXL Lora with Dreambooth. pip install -U transformers pip install -U accelerate. 5) Set name as whatever you want, probably (your model)_inpainting. Inpaint with Stable Diffusion; More quickly, with Photoshop AI Generative Fills. ago. 关键还免费，SDXL+ComfyUI+Roop AI换脸，【玩转SD】再也不用写提示词了 SDXL最新技术Revision 用图片代替提示词，comfyui最新模型：clip vision在SDXL中完美实现图像blend合并功能，Openpose更新，Controlnet迎来了新的更新，不要再学StableDiffusion. SDXL will not become the most popular since 1. 9 offers many features including image-to-image prompting (input an image to get variations), inpainting (reconstruct missing parts in an image), and outpainting (seamlessly extend existing images). You can find some results below: 🚨 At the time of this writing, many of these SDXL ControlNet checkpoints are experimental and there is a lot of room for. 23:06 How to see ComfyUI is processing the which part of the. 0 with both the base and refiner checkpoints. 34:18 How to. Inpainting Workflow for ComfyUI. You can also use this for inpainting, as far as I understand. 5. Developed by: Stability AI. The abstract from the paper is: We present SDXL, a latent diffusion model for text-to. Here is a link for more information. I think you will get dramatically better outputs, use it at 10x hires steps at 0. ai. 5, and Kandinsky 2. The total number of parameters of the SDXL model is 6. Stability said its latest release can generate “hyper-realistic creations for films, television, music, and. x for ComfyUI. It can be used in combination with Stable Diffusion, such as runwayml/stable-diffusion-v1-5. In this article, we’ll compare the results of SDXL 1. Go to checkpoint merger and drop sd1. It understands these type of prompts: Picture of 1 eye: [color] eye, close up, perfecteyes Picture of 2 eyes: [color] [optional:color2] eyes, perfecteyes Extra tags: heterchromia (works 30% of time), extreme close up,For Stable Diffusion XL (SDXL) ControlNet models, you can find them on the 🤗 Diffusers Hub organization, or you can browse community-trained ones on the Hub. • 2 mo. • 13 days ago. 3. It basically is like a PaintHua / InvokeAI way of using canvas to inpaint/outpaint. 19k. Paper: "Beyond Surface Statistics: Scene Representations in a Latent Diffusion Model". SDXL has an inpainting model, but I haven't found a way to merge it with other models yet. Stable Diffusion XL Inpainting is a state-of-the-art model that represents the pinnacle of image inpainting technology. Or, more recently, you can copy a pose from a reference image using ControlNet‘s Open Pose function. The inside of the slice is a tropical paradise". 0 base model. 1. Basically, Inpaint at full resolution must be activated, and if you want to use the fill method I recommend to work with Inpainting conditioning mask strength at 0,5. InvokeAI: Invoke AI. 5-inpainting model, especially if you use the "latent noise" option for "Masked content". So, if your A111 has some issues running SDXL, your best bet will probably be ComfyUI, as it uses less memory and can use the refiner on the spot. 6. When using a Lora model, you're making a full image of that in whatever setup you want. 5. I have an SDXL inpainting workflow running with LORAs (1024*1024px, 2 LORAs stacked). Read here for a list of tips for optimizing inference: Optimum-SDXL-Usage. Simpler prompting: Compared to SD v1. Creating an inpaint mask. Resources for more information: GitHub. Karrass SDE++, denoise 8, 6cfg, 30steps. 5 is the one. SDXL 09 and Automatic 1111 Inpainting Trial (Workflow Included) I just installed SDXL 0. 1）的升级版，在图像质量、美观性和多功能性方面提供了显着改进。在本指南中，我将引导您完成设置和安装 SDXL v1. 75 for large changes. ControlNet - not sure, but I am curious about Control-LoRAs, so I might look into it. Stable Diffusion XL Inpainting is a state-of-the-art model that represents the pinnacle of image inpainting technology. so all you do is click the arrow near the seed to go back one when you find something you like. However, in order to be able to do this in the future, I have taken on some larger contracts which I am now working through to secure the safety and financial background to fully concentrate on Juggernaut XL. The only thing missing yet (but this could be engineered using existing nodes I think) is to upscale/adapt the region size to match exactly 1024/1024 or another SDXL learned AR (I think verticals AR are better for inpainting faces) so the model work better than with weird AR then downscale back to the existing region size. Table of Content. 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. 2. 0 Model Type Checkpoint Base Model SD 1. 5 billion. This has been integrated into Diffusers, read here: Choose base model / dimensions and left side KSample parameters. The abstract from the paper is: We present SDXL, a latent diffusion model for text-to-image synthesis. 0 Open Jumpstart is the open SDXL model, ready to be. 5 based model and then do it. New Features. Make sure to load the Lora. In the top Preview Bridge, right click and mask the area you want to inpaint. 0. Space (main sponsor) and Smugo. 0 has been out for just a few weeks now, and already we're getting even more SDXL 1. Compile. In the center, the results of inpainting with Stable Diffusion 2. Just like Automatic1111, you can now do custom inpainting! Draw your own mask anywhere on your image and. August 18, 2023. Given that you have been able to implement it in A1111 extension, any suggestions or leads on how to do it for diffusers would proves really helpful. Stable Diffusion web UIのInpainting機能について Inpaintingとは？ Inpainting（web UI内だと「inpaint」という表記になっています）は 画像の一部のみを修正するときに便利な機能 です。 自分で塗りつぶした部分だけに呪文を適用できるので、希望する部分だけを簡単に変更することができます。Welcome to the 🧨 diffusers organization! diffusers is the go-to library for state-of-the-art pretrained diffusion models for multi-modal generative AI. In the center, the results of inpainting with Stable Diffusion 2. SDXL offers several ways to modify the images. generate a bunch of txt2img using base. This model runs on Nvidia A40 (Large) GPU hardware. 5. Auto and Sdnext are able to do almost any task with extensions. safetensors - I use the former and rename it to diffusers_sdxl_inpaint_0. xのcheckpointを入れているフォルダに. 5). ControlNet + Inpaintingを実行するためのスクリプトを書きました。. Then Stable Diffusion will redraw the masked area based on your prompt. SD-XL combined with the refiner is very powerful for out-of-the-box inpainting. Inpainting Workflow for ComfyUI. Outpainting with SDXL. Generate. Embeddings/Textual Inversion. InvokeAI is an excellent implementation that has become very popular for its stability and ease of use for outpainting and inpainting edits. Discover amazing ML apps made by the community. 5 and 2. Wor. 0 is a drastic improvement to Stable Diffusion 2. Controlnet - v1. We will inpaint both the right arm and the face at the same time. Here's what I've found: When I pair the SDXL base with my LoRA on ComfyUI, things seem to click and work pretty well. Readme files of the all tutorials are updated for SDXL 1. Basically, Inpaint at full resolution must be activated, and if you want to use the fill method I recommend to work with Inpainting conditioning mask strength at 0,5. 98 billion for the v1. a cake with a tropical scene on it on a plate with fruit and flowers on it and. 0-inpainting-0. This is the area you want Stable Diffusion to regenerate the image. Searge-SDXL: EVOLVED v4. 1 to gather feedback from developers so we can build a robust base to support the extension ecosystem in the long run. Mask mode: Inpaint masked. The Stable Diffusion XL (SDXL) model is the official upgrade to the v1. Posted by u/Edzomatic - 9 votes and 3 comments How to use inpainting in Midjourney?. Moreover, SDXL has functionality that extends beyond just text-to-image prompting, including image-to-image prompting (inputting one image to get variations of that image), inpainting. r/StableDiffusion. TheKnobleSavage • 10 mo. 5 models. I cranked up the number of steps for faces, no idea if that. Send to extras: Send the selected image to the Extras tab. Multiples fo 1024x1024 will create some artifacts, but you can fix them with inpainting. 0. LaMa: Resolution-robust Large Mask Inpainting with Fourier Convolutions (Apache-2. Take the image out to a 1. Searge-SDXL: EVOLVED v4. Proposed workflow. 0_0. 9 and Stable Diffusion 1. I mainly use inpainting and img2img and though that model would be better with that especially with the new Inpainting condition mask strengthUse in Diffusers. For inpainting, you need an initial image, a mask image, and a prompt describing what to replace the mask with. Unfortunately both have somewhat clumsy user interfaces due to gradio. 9vae. This model can follow a two-stage model process (though each model can also be used alone); the base model generates an image, and a refiner model takes that image and further enhances its details and quality. We might release a beta version of this feature before 3. This is the same as Photoshop’s new generative fill function, but free. UfoReligion. 8 Comments. ControlNet Inpainting is your solution. It is a Latent Diffusion Model that uses two fixed, pretrained text encoders ( OpenCLIP-ViT/G and CLIP-ViT/L ). SDXL requires SDXL-specific LoRAs, and you can’t use LoRAs for SD 1. Notes . Try on DreamStudio Build with Stable Diffusion XL. Positive Prompt; Negative Prompt; That’s it! There are a few more complex SDXL. If you are using any of the popular WebUI stable diffusions (like Automatic1111) you can use Inpainting. upvotes. SDXL can also be fine-tuned for concepts and used with controlnets. You can include a mask with your prompt and image to control which parts of. Realistic Vision V6. Searge SDXL Workflow Documentation Has 3 operating modes (text-to-image, image-to-image, and inpainting) that are all available from the same workflow and can be switched with an option. SDXL 09 and Automatic 1111 Inpainting Trial (Workflow Included) I just installed SDXL 0. 1 to gather feedback from developers so we can build a robust base to support the extension ecosystem in the long run. 5 n using the SdXL refiner when you're done. Rest assured that we are working with Huggingface to address these issues with the Diffusers package. Invoke AI support for Python 3. Then i need to wait. You can use inpainting to change part of. py script pre-computes text embeddings and the VAE encodings and keeps them in memory. 5 (on civitai it shows you near the download button). 🧨 DiffusersI haven't been able to get it to work on A1111 for some time now. Use the brush tool in the Controlnet image panel to paint over the part of the image you want to change. #ComfyUI is a node based powerful and modular Stable Diffusion GUI and backend. Predictions typically complete within 20 seconds. SD-XL Inpainting 0. 1 official features are really solid (e. SDXL 1. It is a much larger model. 0. This model is a specialized variant of the renowned Stable Diffusion series, designed to seamlessly fill in and reconstruct parts of images with astonishing accuracy and detail. This ability emerged during the training phase of the AI, and was not programmed by people. 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. Added support for sdxl-1. 0) ここで、SDXL ControlNet のチェックポイントを見つけることができます。詳しくは、モデルカードを参照。 このリリースでは、SDXLで学習された複数のControlNetを組み合わせて推論を実行するためのサポートも導入されています。The purpose of DreamShaper has always been to make "a better Stable Diffusion", a model capable of doing everything on its own, to weave dreams. And + HF Spaces for you try it for free and unlimited. Researchers discover that Stable Diffusion v1 uses internal representations of 3D geometry when generating an image. 0. 6. Does vladmandic or ComfyUI have a working implementation of inpainting with SDXL already?Choose base model / dimensions and left side KSample parameters. 9 and ran it through ComfyUI. It also offers functionalities beyond basic text prompting, such as image-to-image. 5 had just one. Thats part of the reason its so popular. No controlnet, No inpainting, No LoRAs, No editing, No eye or face restoring, Not Even Hires Fix! Raw output, pure and simple TXT2IMG. Stable Diffusion XL (SDXL) 1. They will differ from light to dark photos. SD-XL Inpainting works great. It fully supports the latest Stable Diffusion models, including SDXL 1. 5 I added the (masterpiece) and (best quality) modifiers to each prompt, and with SDXL I added the offset lora of . It is a more flexible and accurate way to control the image generation process. I made a textual inversion for the artist Jeff Delgado. py . Stability AI a maintenant mis fin à la phase de beta test et annoncé une nouvelle version : SDXL 0. 5 and 2. 0 Depth Vidit, Depth Faid Vidit, Depth, Zeed, Seg, Segmentation, Scribble. SDXL differ from SD1. 3 on Civitai for download . Projects. I was trying to find the same info but it seems 2. Kandinsky 3. Imaginez pouvoir décrire une scène, un objet ou même une idée abstraite, et voir cette description se transformer en une image claire et détaillée. 70. Based on our new SDXL-based V3 model, we have also trained a new inpainting model. go to img2img, choose batch, dropdown refiner, use the folder in 1 as input and the folder in 2 as output. Today, we’re following up to announce fine-tuning support for SDXL 1. I have tried to modify by myself but there seem like some bugsThe LORA is performing just as good as the SDXL model that was trained. sdxl sdxl lora sdxl inpainting comfyui #ComfyUI is a node based powerful and modular Stable Diffusion GUI and backend. No external upscaling. Then you can mess around with the blend nodes and image levels to get the mask and outline you want, then run and enjoy!Yes, you can add the mask yourself, but the inpainting would still be done with the amount of pixels that are currently in the masked area. Tedious_Prime. 2 is also capable of generating high-quality images. 0. This model is available on Mage. 0 Features: Shared VAE Load: the. SDXL is a larger and more powerful version of Stable Diffusion v1. Fast ~18 steps, 2 seconds images, with Full Workflow Included! No controlnet, No inpainting, No LoRAs, No editing, No eye or face restoring, Not Even Hires Fix! Raw output, pure and simple TXT2IMG. Natural langauge prompts. SDXL-specific LoRAs. 5 + SDXL) workflows. 0. Try setting the "Upcast cross attention layer to float32" option in Settings > Stable Diffusion or. No constructure change has been. 0 - Img2Img & Inpainting with SeargeSDXL. 5 has a huge library of Loras and checkpoints etc so thats the one to go with. [2023/8/30] 🔥 Add an IP-Adapter with face image as prompt. Stable Diffusion Inpainting is a latent text-to-image diffusion model capable of generating photo-realistic images given any text input, with the extra capability of inpainting the pictures by using a mask. SDXL also goes beyond text-to-image prompting to include image-to-image prompting (inputting one image to get variations of that image), inpainting (reconstructing missing parts of an image) and. You can draw a mask or scribble to guide how it should inpaint/outpaint. This model can follow a two-stage model process (though each model can also be used alone); the base model generates an image, and a refiner model takes that image and further enhances its details and quality. Deploy. @bach777 Inpainting in Fooocus relies on special patch model for SDXL (something like LoRA). 11. By using this website, you agree to our use of cookies. ControlNet line art lets the inpainting process follows the general outline of the. 1 of the workflow, to use FreeU load the newStable Diffusion is a free AI model that turns text into images. Stable Diffusion Inpainting, Stable Diffusion XL (SDXL) Inpainting, and Kandinsky 2. These include image-to-image prompting (inputting one image to get. I was happy to finally have an SDXL based inpainting model, but I noticed an issue with it: the inpainted area gets a discoloration with a random intensity. The inpainting model, which is saved in HuggingFace's cache and includes inpaint (case-insensitive) in its repo_id, will also be added to the Inpainting Model ID dropdown list. No more gigantic. The refiner does a great job at smoothing the edges between mask and unmasked area. I damn near lost my mind. The inpainting feature makes it simple to reconstruct missing parts of an image too, and the outpainting feature allows users to extend existing images. Stable Diffusion XL (SDXL) Inpainting. Depthmap created in Auto1111 too. By using a mask to pinpoint the areas that need enhancement and applying inpainting, you can effectively improve the visual quality of facial features while preserving the overall composition. Generate an image as you normally with the SDXL v1. You will need to change. Inpainting with SDXL in ComfyUI has been a disaster for me so far. Model Cache ; The inpainting model, which is saved in HuggingFace's cache and includes inpaint (case-insensitive) in its repo_id, will also be added to the Inpainting Model ID dropdown list. Tips. . Updating ControlNet. py ^ --controlnet basemodelsd-controlnet-scribble ^ --image original. Stable Diffusion XL specifically trained on Inpainting by huggingface. Say you inpaint an area, generate, download the image. 9 doesn't seem to work with less than 1024×1024, and so it uses around 8-10 gb vram even at the bare minimum for 1 image batch due to the model being loaded itself as well The max I can do on 24gb vram is 6 image batch of 1024×1024. ControlNet is a neural network structure to control diffusion models by adding extra conditions. Inpainting 2. 9 through Python 3. SD-XL Inpainting 0. Make videos. 1 was initialized with the stable-diffusion-xl-base-1. you can literally import the image into comfy and run it , and it will give you this workflow. 5). text masking, model switching, prompt2prompt, outcrop, inpainting, cross-attention and weighting, prompt-blending), and so on. For your convenience, sampler selection is optional. But everyone posting images of SDXL are just posting trash that looks like a bad day on launch day of midjourney v4 back in November. Space (main sponsor) and Smugo. Negative: "cartoon, painting, illustration, (worst quality, low quality, normal quality:2)" Steps: >20 (if image has errors or artefacts use higher Steps) CFG Scale: 5 (higher config scale can lose realism, depends on prompt, sampler and Steps) Sampler: Any Sampler (SDE, DPM-Sampler will result in more realism) Size: 512x768 or 768x512. SDXL typically produces. 2 workflow. Quidbak • 4 mo. More information can be found here. The age of AI-generated art is well underway, and three titans have emerged as favorite tools for digital creators: Stability AI’s new SDXL, its good old Stable Diffusion v1. If you just combine 1. Now I'm scared. Inpainting using SDXL base kinda sucks (see diffusers issue #4392), and requires workarounds like hybrid (SD 1. SDXL Unified Canvas Together with ControlNet and SDXL LoRAs, the Unified Canvas becomes a robust platform for unparalleled editing, generation, and manipulation. 5 pruned. Using IMG2IMG Automatic 1111 tool in SDXL. Start Free Trial Upgrade Today. Saved searches Use saved searches to filter your results more quicklySDXL Inpainting. Table of Content. 0. This. Now, however it only produces a "blur" when I paint the mask. ControlNet Line art. Normally, inpainting resizes the image to the target resolution specified in the UI. For example my base image is 512x512. SDXL + Inpainting + ControlNet pipeline . With SD 1. @vesper8 Vanilla Fooocus (and Fooocus-MRE versions prior to v2. The predict time for this model varies significantly based on the inputs. r/StableDiffusion. SDXL Inpainting. SDXL uses natural language prompts. Because of its larger size, the base model itself. Then push that slider all the way to 1. 11-Nov. 3 ; Always use the latest version of the workflow json file with the latest. I have a workflow that works. For example, if you provide a depth map, the ControlNet model generates an image that’ll preserve the spatial information from the depth map. 512x512 images generated with SDXL v1. Check the box for "Only Masked" under inpainting area (so you get better face detail) Set the denoising strength fairly low,. x for ComfyUI; Table of Content; Version 4. 0 est capable de générer des images de haute résolution, allant jusqu'à 1024x1024 pixels, à partir de simples descriptions textuelles. In researching InPainting using SDXL 1. Features beyond image generation. 0 (B1) Status (Updated: Nov 18, 2023): - Training Images: +2620 - Training Steps: +524k - Approximate percentage of. x for ComfyUI ; Table of Content ; Version 4. 5: Speed Optimization for SDXL, Dynamic CUDA Graph upvotes. Below the image, click on " Send to img2img ". In the AI world, we can expect it to be better. Select "ControlNet is more important". 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. 0 ComfyUI workflows! Fancy something that in. SDXL inpainting model? Anyone know if an inpainting SDXL model will be released? Compared to specialised 1. Now you slap on a new photo to inpaint. The SDXL series extends beyond basic text prompting, offering a range of functionalities such as image-to-image prompting, inpainting, and outpainting. Otherwise it’s no different than the other inpainting models already available on civitai. ·. 5 to inpaint faces onto a superior image from SDXL often results in a mismatch with the base image. Make the following changes: In the Stable Diffusion checkpoint dropdown, select the refiner sd_xl_refiner_1. 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. Installing ControlNet. . Fast ~18 steps, 2 seconds images, with Full Workflow Included! No ControlNet, No ADetailer, No LoRAs, No inpainting, No editing, No face restoring, Not Even Hires Fix!! (and obviously no spaghetti nightmare). Because of its extremely configurability, ComfyUI is one of the first GUIs that make the Stable Diffusion XL model work. Here's a quick how-to for SD1. I was thinking if my GPU was messed up, but other than inpainting, the application works fine, apart from random lack of vram messages i got sometimes. The SDXL 1. The SDXL series encompasses a wide array of functionalities that go beyond basic text prompting including image-to-image prompting (using one image to obtain variations of it), inpainting (reconstructing missing parts of an image), and outpainting (creating a seamless extension of an existing image). 1. Fine-tune Stable Diffusion models (SSD-1B & SDXL 1. 0-inpainting, with limited SDXL support. 0, this one has been fixed to work in fp16 and should fix the issue with generating black images) (optional) download SDXL Offset Noise LoRA (50 MB) and copy it into ComfyUI/models/loras A Slice of Paradise, done with SDXL and inpaint. That model architecture is big and heavy enough to accomplish that the. No ControlNet, No ADetailer, No LoRAs, No inpainting, No editing, No face restoring, Not Even Hires Fix!! (and obviously no spaghetti nightmare). 6 final updates to existing models. We bring the image in a latent space (containing less information than the original image) and after the inpainting we decode it back to an actual image but in this process we are losing some information (the encoder is lossy as mentioned by the authors). controlnet doesn't work with SDXL yet so not possible. On the right, the results of inpainting with SDXL 1. zoupishness7 • 11 days ago. 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. SDXL’s current out-of-the-box output falls short of a finely-tuned Stable Diffusion model. 0 with both the base and refiner checkpoints. 1 at main (huggingface. It may help to use the inpainting model, but not. This looks sexy, thanks. 5 n using the SdXL refiner when you're done. SDXL ControlNet/Inpaint Workflow. Stability AI said SDXL 1. It comes with some optimizations that bring the VRAM usage. Discover techniques to create stylized images with a realistic base. Just an FYI.