How to use checkpoint merge stable diffusion mac ckpt merging. Then you can choose it in the GUI list as in the tutorial. Stable Diffusion Checkpoint: Select the model you want to use. pt next to them " in the Automatic1111 settings tab. What settings correlate to which intended output, when to merge or not to, how do properly prune a model, whether you should use pruned models for merging or prune the final result, what a config is and what it does to the output of a model, which model's config to use, etc Hello, I'm quite new to Stable Diffusion and have not been able to find a clearly stated explanation on the difference between a trained or a merge checkpoint. Feb 18, 2024 · This tab does the most basic function of Stable Diffusion: turning a text prompt into images. 0, completely blowing it out. Feb 25, 2023 · The generated checkpoint is then used to create images that are fed into an aesthetic classifier, such as cafe-aesthetic or laion-V2, which outputs an aesthetic value that ranks the changes made Understanding Checkpoints in Stable Diffusion Before delving into the merging process, it is crucial to grasp the concept of checkpoints in stable diffusion. interstice. Go to the Files panel to access your model (. 5 serve as base models for various platforms, offering stability AI for generating high-quality anime portraits. This is special because most Flux checkpoint models are optimized for Nvidia GPU cards. There are three steps to merge LoRAs with the add_weighted_adapter method: Create a PeftModel from the underlying model and LoRA checkpoint. After the merge process, the merged model will be saved in the checkpoints/output folder. May 12, 2025 · Stable Diffusion 3. Hi, I'm trying to merge a couple of dreambooth models. Each checkpoint embodies a unique phase of the model's learning curve, capturing various nuances and styles of art generation. You can spend less time on tweaking the settings and more time on creating the images you want. Learn how to install and use it on docs. Also remember to check model you merge, some model have bad clip setting and maybe ruine your merge. 系统需求 ; 下载模型 ; 命令行参数 ; 🖥️ 安装至GNU/Linux ; 🖥️ 安装至Windows ; 🖥️ 安装至macOS ; 🐳 用Docker容器跑 ; 📱 手机远程访问 ; ☁️ 部署至Google Colab ; ☁️ 部署至Paperspace ; 如何更新程序 ; 常见安装问题 ; 提示词写法. 0 and prompt: May 12, 2025 · #Rename this to extra_model_paths. In your Stable Diffusion folder, you go to the models folder, then put the proper files in their corresponding folder. For info : I use runpod with runpod/stable-diffusion:web-ui-10. It was just a quick test. 0 with the idea of allowing the community to quickly add, integrate, and share their custom pipelines on top of diffusers. Jul 9, 2024 · 这种模型之间的交流与共享不仅丰富了Stable Diffusion的生态系统，还激发了更多创新的可能性。 二、CHECKPOINT MERGE的功能. Actually, i have found a solution: I train models to my face with Dream booth. 5 for example, in both model A and model B, and model C's equivalent is 0, 0. Reply reply Bust-a-nut-and-duck Welcome to the unofficial ComfyUI subreddit. I got good results while merging two checkpoints, but I am really confused how can I merge multiple o I just set up ComfyUI on my new PC this weekend, it was extremely easy, just follow the instructions on github for linking your models directory from A1111; it’s literally as simple as pasting the directory into the extra_model_paths. Maybe it will help some people in the future: next to the "model" folder in stable diffusion, there is a "lora" folder, where you place in the models you downloaded or created. 5 - 0 is 0. In this article, you will find a step-by-step guide for installing and running Stable Diffusion on Mac. The first method is to use the ReActor plugin, and the results achieved with this method would look something like this: Setting up the Workflow is straightforward. 3 for 30%). but having a base dreambooth model and merging with other models is much more time efficient so the slight accuracy loss doesn't outweigh the convenience imo. 5 or 2. Want to buy me coffee? (Buy a cup)Introducing my versatile photorealistic model - the result of a rigorous testing process that blends various models to achieve the desired output. Merge Diffusion Tool is an open-source solution developed by EnhanceAI. Mar 25, 2024 · Install ADetailer in Stable Diffusion Automatic1111. 1 Flux. 5 is the latest generation AI image generation model released by Stability AI. 4 and v1. Hey everyone, I'm basically looking for a bit of advice on checkpoint merger best practice. Im getting messed up faces and eyes, i thought maybe i am doing something wrong? Nov 28, 2022 · I’ve delved deeper into the various methods of finetuning SD lately which lead to . Checkpoints consist of the text encoder (known as CLIP), the unit, and the VAE. be/kqXpAKVQDNUIn this Stable Diffusion tutorial we'll go through the basics of generative AI art and how to ge SDXL checkpoints are fine tuned variants of that base model. If you want to paste SDXL checkpoints, you need to paste them in the Fooocus > Models > Checkpoints folder. 0b), and one for the style and "quality" (epicphotogasm). 1. You switched accounts on another tab or window. But while this works for most loras (the way I train them anyway), there are some it just doesn't work for at all. Stable Diffusion 3. CHECKPOINT MERGE在Stable Diffusion WebUI中提供了多种合并模型的方式，以满足用户不同的创作需求。其主要功能包括： 加权和合并（Weighted Sum）： Dec 21, 2023 · 在 Stable Diffusion WebUI 中 Checkpoint Merger （检查点合并或模型合并）是一个专门把两个或三个模型合并在一起的地方。 当我们用 Stable Diffusion 越来越频繁时，对应的大模型也就多了起来。 Dec 21, 2023 · 在 Stable Diffusion WebUI 中 Checkpoint Merger （检查点合并或模型合并）是一个专门把两个或三个模型合并在一起的地方。 当我们用 Stable Diffusion 越来越频繁时，对应的大模型也就多了起来。 To use characters in your actual prompt escape them like \( or \). 6. To use {} characters in your actual prompt escape them like: \{ or \}. Download model. Checkpoint model (trained via Dreambooth or similar): another 4gb file that you load instead of the stable-diffusion-1. My assumption is that a trained one is meant to stand by its self and a merge is I tended to merge/specialize a broader model. ckpt with all the scripts removed) and needs to be placed into the models/Stable-diffusion directory. Browse checkpoint merge Stable Diffusion & Flux models, checkpoints, hypernetworks, textual inversions, embeddings, Aesthetic Gradients, and LORAs Model Merge Simple Documentation. Is a bit complicated understanding it, but with some try and maybe fail, you know what every layer do in your model. yaml instead of . Step 4. cloud for an introduction. Nov 20, 2023 · As the Stable Diffusion (SD) model continues to dominate the world of artificial intelligence (AI) and AI image generation, more technologies and procedures improve the overall experience of generating art with this model. 🎨 The process of naming the custom model and adjusting the mix ratio of the models is described. Selecting Checkpoints: You will see three dropdown menus to select checkpoints. safetensors (safe . Before diving into the world of Stable Diffusion, there are some prerequisites. With the help of a sample project I decided to use this opportunity to learn SwiftUI to create a simple app to use Stable Diffusion, all while fighting COVID (bad idea in hindsight. It seems to be bugged right now and having it checked makes it ignore the selected VAE all the time. 2024-04-17 05:35:00. It can run Flux checkpoint models optimized for Apple Silicon. 1 support; Merge Models; Use custom VAE models; Use pre-trained Hypernetworks; Use custom GFPGAN models Sep 6, 2023 · You will need Stable Diffusion software to use the LoRA model. example (text) file, then saving it as . Oct 17, 2022 · Intro Community Pipelines are introduced in diffusers==0. With this syntax "{wild|card|test}" will be randomly replaced by either "wild", "card" or "test" by the frontend every time you queue the prompt. Apr 27, 2025 · Note: The following guide demonstrates using MimicPC's built-in models. Training starts by taking any existing checkpoint and performing additional training steps to update the model weights, using whatever custom dataset the trainer has assembled to guide the updates to the model weights. It doesn't seem to matter if I try it with two or three models, change any of the settings, or… C站模型中的checkpoint trained以及checkpoint merge大模型，是作者将一个或多个模型训练或融合之后的版本. Download Here. Maybe it's what you wanted and you're done! Why Use StabilityMatrix to Install and Use Stable Diffusion; Benefits of Building Your Own Environment; AI Drawing: A Promising Investment for the Future; The Models Used in Stable Diffusion Base Model: SD 1. First-time users can use the v1. 5 FP16 version ComfyUI related workflow; Stable Diffusion 3. Fix", use "Upscale by" with the value 1. 5 are widely used stable diffusion models for generating anime images. Feb 11, 2024 · Stable Diffusion WebUIを起動し、[Stable Diffusion checkpoint]の[更新]アイコンをクリックし、[プルダウンメニュー]を開くと、セットしたモデルが表示されますので、[モデルの名前]をクリックするとモデルが切り替わります。 Oct 6, 2022 · AUTOMATIC1111 / stable-diffusion-webui Public. Used Stable Diffusion Checkpoint RealVisXL V2. Nov 29, 2022 · It can be a problem, the issue will stem when A and B have a lot of crossover weights, say all the weights are around 0. Here is my way of merging BASE models and applying LORAs to them in non-conflicting way using the ComfyUI (grab the workflow itself in the attachment to this article): Part 1: Install Stable Diffusion https://youtu. safetensors Failed to load checkpoint, restoring previous Sep 5, 2023 · An introduction to LoRA models. 4 file. stable-diffusion-webui\models\Stable-diffusion You should see a file that is called Put Stable Diffusion checkpoints here. Class name: ModelMergeSimple Category: advanced/model_merging Output node: False The ModelMergeSimple node is designed for merging two models by blending their parameters based on a specified ratio. v10 is a foundation that will be further built upon with more mergers + fine-tuning. Typically, they are sized down by a factor of up to x100 compared to checkpoint models, making them particularly appealing for individuals who possess a vast assortment of models. For some reason the english version of the readme seems to be missing currently when I look at the repo, but here is an example of the python command you need to merge two lora into an existing checkpoint: Actually the reverse, I believe, from the guidance within the WebUI: 0 = 100% of model "A. /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. 9 using A animated and B realistic. Click on the model name to show a list of available models. , 0. 0 because, dunno why, it's instable. 5 + 0. Edit your webui-user. Any difference ? For what I can check, it's come with less checkpoint and model in controlnet. 5 base model. It doesn't seem to matter if I try it with two or three models, change any of the settings, or… Setting Up Stable Diffusion on Mac. This node gets an input in the form of a checkpoint. Reload to refresh your session. If stable diffusion is being told directly what kind of face it's supposed to be producing, chances are you wouldn't want/need to restore it. The two most popular technologies that you should be aware of are low-ranking adaptation (LoRA) and checkpoint merger. 5 online resources and API; Introduction to Stable Diffusion 3. Let’s dive deeper into what these steps entail. Images looks in the end slightly different, if they are prompted with the same prompt, but without the loras. Please keep posted images SFW. Locate and select the 'Checkpoint Merger' from the available tabs. May 12, 2025 · Below is a guide on installing and using the Stable Diffusion model in ComfyUI. 5 to set the weight manually. This process involves training the AI model with specific datasets to develop a unique style or theme. Unfortunately, it does not maintain the organization of these checkpoints in the same folder structure as they are stored on my system. 5 with denoising at 0. yaml. How to Merge Checkpoints in Stable Diffusion How to Merge Checkpoints in Stable Diffusion. 0; Prompt: Product photo of a bottle of perfume on a wooden table, modern living room. Step 3. txt. There’s a huge number of amazing fine-tuned custom checkpoints available these Very easy, you can even merge 4 Loras into a checkpoint if you want. Oct 14, 2023 · Stable Diffusion V1系なら「Don’t」でいいです。 Stable Diffusion V2以降なら他の場所を選択する場合があります。 VAEの設定をする 「Bake in VAE」項目では、VAEも組み合わせて合成することができます。 マージする Jan 20, 2024 · This workflow only works with a standard Stable Diffusion model, not an Inpainting model. Install Core ML: Download the necessary Core ML package from Apple's GitHub repository to convert Stable Diffusion models. May 16, 2023 · 这次教程是怎样使用Stable Diffusion生成想要的图片效果： 1、TAG基本操作，加权{{1girl}}和减权[[1girl]]，括号内部的TAG数量和嵌套是没有限制，这个内容也是非常基本内容，但是把tag复制几份也是可以起到了加权重tag的效果，而权重越大的tag，那么生成图片过程中就会越容易出现这个元素。 Loading weights [67ab2fd8ec] from D:\Together\Stable Diffusion\stable-diffusion-webui\models\Stable-diffusion\ponyDiffusionV6XL_v6StartWithThisOne. To show the plugin docker On the whole the principle is if you merge two specialized models you end up with watered down a bit of both, not one that can do both. You'd need to make the models load in VRAM and use --lowvram launch parameter. 2024-09-08 06:31:00. Please share your tips, tricks, and workflows for using this software to create your AI art. Produce an image. example. 15 or SDXL - use this for merging, comes with many presets and links to information - video explains everything ;) Bonus for SDXL mixers - CosXL-Convertor for your finished mix! as explained separately here, converts SDXL models to cosXL or cosXL edit checkpoints, it's much like creating an inpainting model, with This subreddit is for the discussion of competitive play, national, regional and local meta, news and events surrounding the competitive scene, and for workshopping lists and tactics in the various games that fall under the Warhammer catalogue. I downloaded the lora stuff, etcand installed everything. These models provide stable diffusion checkpoint models, allowing for dreambooth image generation. 1 and one at . Dec 23, 2023 · Use the same technique with the ControlNet Depth model and a realistic model. 5 on optimization settings. Whether you are an artist, developer, or a hobbyist, the ability to harness the power of Stable Diffusion is essential to expanding your creative capabilities. When you merge a checkpoint it takes those same things on the other checkpoint Mar 21, 2025 · Pass the prompt to the pipeline and generate the image: prompt = "cinematic photo of Godzilla eating sushi with a cat in a izakaya, 35mm photograph, film, professional, 4k, highly detailed" image = pipeline (prompt). Enhance your AI workflows with this powerful merging tool, designed to support a wide range of diffusion models like Flux Dev , Flux Schnell , Stable Hello. Currently: I have two realistic models that I love, one for the faces and body type (lazymixamature3. Step 1: Select and Configure Models. If you want to merge custom models, please upload them to the models/Stable-diffusion folder in your cloud storage first. Grapefruit checkpoint merge and lora (16bit landscapes extracted from base model modern disney style). 0, SDXL 1. Sep 24, 2023 · Checkpoint Merge是什么意思？ Checkpoint Merge是Stable Diffusion中的一个概念，它指的是一种基础的模型数据，用于生成与这些模型数据的画风一致的图像。其中一个例子是ChilloutMix。这些模型数据被下载并存放在stable-diffusion-webui\models\Stable-diffusion目录下。 什么是ChilloutMix？ IMPORTANT: Uncheck "Ignore selected VAE for stable diffusion checkpoints that have their own . Once this done - restart Web-UI and choose the model from the dropdown menu. Real photo. #stablediffusionart #stablediffusion #stablediffusionai In this Video I have explained how to merge Checkpoint model in stable diffusion and get Amazing resu Mar 30, 2024 · Install NOP Stable Diffusion. Let's say your stable-diffusion-webui folder is at /content/stable-diffusion-webui then you'd do something like this: Mar 25, 2024 · The quick and easy way to merge Stable Diffusion checkpoints in Automatic1111. #stablediffusionart #stablediffusion #stablediffusionai In this Video I have explained how to merge Checkpoint model in stable diffusion and get Amazing resu Sep 12, 2024 · Merge Ratio: If blending, specify how much influence the LoRA model should have (e. Basic usage. You can load this merged checkpoint into your favorite AI application, like Stable Diffusion, to start generating images. Feb 14, 2024 · However, when I attempt to use checkpoints stored in a different folder by employing the command --ckpt-dir E:/models/, Forge does detect the checkpoints. Sep 16, 2023 · Stable Diffusion合并模型 Checkpoint Merger提供了一个简单而高效的方式来融合不同的存盘点模型，以产生更好的结果。通过将多个模型合并，可以获得更丰富的特征和更高的准确性，从而提升生成的人物形象的质量。 使用Stable Diffusion合并模型 Checkpoint Merger非常简单。. You can find a Jan 28, 2025 · To download the model weights using a browser, go to Hugging Face’s Stable Diffusion page and follow the prompts to download the weights. EpicPhotoGasm Stable Diffusion Checkpoint In 9 Minutes (Automatic1111) 2024-03-29 06:45:00 Sep 7, 2024 · DiffusionBee is a Stable Diffusion App for MacOS. I decided to use a more direct approach. #stablediffusion Learn to use the CKPT merger tool inside Automatic1111's super stable diffusion to create new style of AI image output If I want to generate a classic disney style image, I switch the checkpoint to classic, and then would type "Dwayne Johnson, classic disney style" and it'll work. Step One: Download the Stable Diffusion Model There are many channels to download the Stable Diffusion model, such as Hugging Face, Civitai, etc. It however seems to rely on keywords already known to the model. Community Guidelines: Inspire, Engage & Help: Use comments to share passion, inspire, and support AI art. 5, then you are adding model B to A, so 0. " That would make . 5 and also SDXL models - so make sure you have the right one). The checkpoints you are probably referring to will go in the models / Stable-diffusion directory. ckpt file) stored in Google Drive from Colab. To browse for checkpoint models: select the “Models” category beside the “Home” icon at the top of the page Generated an embedding twice, once with "photo of a [filewords], [name]" and once with "photo of a [name], [filewords]" The first made too strong an… Feb 27, 2023 · Click the Merge! button and wait till it's ready, go up to the Stable Diffusion checkpoint at the top and click the first button to refresh the model list, click the dropdown and click M. I recommend using AUTOMATIC1111 Stable Diffusion WebUI. (Sorry if this is like obvious information I'm very new to this lol) I just want to know which is preferred for NSFW models, if there's any difference. They appear in the dropdown at the top but not in the ones where you select Checkpoint A, Checkpoint B and Checkpoint C. You can then start stable diffusion. The refiner is a specialized model that is supposed to be better at fine details, specifically with the SDXL base model. Feb 20, 2024 · 此頁面可以將最多三個的存檔點模型合併，以融合出更好的效果。 合併模型會佔用大量硬碟空間，看用途決定。有時欲生成某個人物，用基礎模型搭配LoRA會是比較經濟實惠的方法，不必頻繁融合模型。 Master Fooocus and Stable Diffusion for Creative Image Generation! 🎨 Learn how to find, install and use checkpoints and LoRAs with our comprehensive tutoria Jan 1, 2025 · First, select a Stable Diffusion Checkpoint model in the Load Checkpoint node. Mar 30, 2024 · Install NOP Stable Diffusion. Jan 6, 2025 · Alternatively, you can do this using the search option by left double click on Canvas, search "checkpoint" and selecting "Load checkpoint" option provided. 5, so now the weights are 1. 0. It's used by switching from the checkpoint you're using to the refiner in the last few steps of Mar 25, 2024 · Install ADetailer in Stable Diffusion Automatic1111. To use the Flux. CHECKPOINT MERGE在Stable Diffusion WebUI中提供了多种合并模型的方式，以满足用户不同的创作需求。其主要功能包括： 加权和合并（Weighted Sum）： A checkpoint file may also be called a model file. Jan 9, 2024 · CivitAI Filter Here you can browse or search for checkpoint models or LoRAs. images [0] Using Automatic's webui is quite intuitive, I'm not on pc right now but on the Checkpoint Merge tab there are 2 fields (I think Automatic added support for 3 model merge so there might be more) then you just pick the weight you want for the first model, so if you want to merge SD and WD, setting the value to 0. Apr 16, 2025 · Civitai onsite generation enabled. Generally speaking, diffusion models are machine learning systems that are trained to denoise random Gaussian noise step by step, to get to a sample of interest, such as an image. 1 Schnell models, you will need an Apple Silicon (M1/M2/M3/M4) machine with at least 16 GB RAM. Now onto the thing you're probably wanting to know more about, where to put the files, and how to use them. ReActor. studio You can chose merge ratio for every layer, and this really do difference when you merge. Download an NSFW model from Civitai or Hugging Face, and upload it to your Google Drive. Is that even right? Because its a Merge, not an actual Trained Checkpoint. If you trained a specific cat, you will have a very hard time trying to get any other cat using the hypernetwork. By understanding the concepts and methods behind stable diffusion, You can greatly enhance your skills in this field and achieve better outcomes in your work. Then you have an LCM version of your checkpoint with the LCM weights merged in at exactly 1. x model / checkpoint is general purpose, it can do a lot of things, but it does not really excel at something in particular. Feb 26, 2025 · Understanding what stable diffusion checkpoints are and their implications is essential for anyone interested in harnessing the power of modern generative art. Jan 31, 2024 · Accessing Checkpoint Merger: First, open the Automatic 1111 interface. Stable Diffusion Checkpoint: RealVisXL V2. Download another model from web which I want to combine. ckpt or . You don't need the SDXL base to use a checkpoint based on SDXL. Done it a few times, works great! (especially if your Loras were trained with the same settings) In Kohya you have a tab Utilities > LORA > Merge Lora Choose your checkpoint, choose the merge ratio and voila! Takes about 5-10min depending on your GPU Oct 27, 2024 · Stable Diffusion Web UIには、モデルをマージできる「Checkpoint Merger」というタブがあります。 Checkpoint Mergerでは、複数のモデルをマージして、自分の好きなモデルを作ることが可能です。 今回はこの「Checkpoint Merger」の使い方について、詳しく解説します。 Stable diffusion is a powerful tool that can be used to refine and merge different checkpoints and models, resulting in enhanced and improved results. Enhance your AI workflows with this powerful merging tool, designed to support a wide range of diffusion models like Flux Dev , Flux Schnell , Stable Conceptualization: In the realm of Stable Diffusion, Checkpoint Merge is not just about combining different training stages but integrating diverse learning experiences of the AI. 4. Choose the two models you want to merge, write a new name for them (I generally just use the two model names but together, so I don't forget what they were originally), you can leave everything else at default, then click "run" and wait a few minutes. May 12, 2025 · The second part will use the FP8 version of ComfyUI, which can be used directly with just one Checkpoint model installed. To run Stable Diffusion on your Mac, follow these steps: Ensure you have a compatible Mac: A Mac with Apple Silicon (M1, M2, or M3) is recommended for optimal performance. Get the Quick Start Guide to learn how to use Stable Diffusion. You can use {day|night}, for wildcard/dynamic prompts. How to Use Checkpoint Models for Stable Diffusion Prepare to Use Stable Diffusion Checkpoints. Restart Krita and create a new document or open an existing image. Notifications You must be signed in to change notification settings; Using the Merge Checkpoint feature, can we Apr 2, 2023 · Checkpoint Mergerとは AUTOMATIC1111には「Checkpoint Merger」というタブがあります． さて，Checkpoint Mergerとは何なのか？ 新しい画像を与えて追加学習するのではなく，既存のモデ Custom Models: Use your own . Navigate to the "Checkpoint Merger" tab in WebUI Forge; Select your models: Choose Primary Model (Model A) See full list on nightcafe. It details the process of selecting the primary and secondary models, setting a custom name for the merged checkpoint, and adjusting the multiplier slider to control the influence of each model. 5 Models. It democratizes the ability to create art, enabling anyone with a textual concept to generate images without the need for traditional artistic skills. Testing the Merged Model. I think MAYBE resemblance might be SLIGHTLY better with training instead of merging. LoRA models, known as Small Stable Diffusion models, incorporate minor adjustments into conventional checkpoint models. This is a plugin to use generative AI in image painting and editing workflows from within Krita. May 3, 2024 · Checkpoint-merge-compare for SD. You signed out in another tab or window. Step 1: Download There are 2 types of models that can be downloaded - Lora and Stable Diffusion: Stable Diffusion models have . In this blog post, we will delve into the various aspects of stable diffusion checkpoints, their types, how to access them, and their applications. 5 FP8 version ComfyUI related workflow (low VRAM solution) Stable Diffusion 3. 3 a merge with 70% "A" and 30% "B. Look for the "set COMMANDLINE_ARGS" line and set it to set COMMANDLINE_ARGS= --ckpt-dir “<path to model directory>” --lora-dir "<path to lora directory>" --vae-dir "<path to vae directory>" --embeddings-dir "<path to embeddings directory>" --controlnet-dir "<path to control net models directory>" I used to use a single symlink (models --> D:\StableDiffusion\models), but encountered various (fairly minor) annoyances, such as the model-directory symlink being replaced by an empty directory if the stable-diffusion-webui directory was copy-and-pasted. Recomendations for improvement on performance (Stable Diffusion Web UI): Use Token Merging Ratio 0. trt file (hosted on Hugginface) into the stable-diffusion-webui\models\Unet-trt. The first step is to collect training images. 3. true. Why Use Different Checkpoint or Model Files. g. 0 ( not RunPod Fast Stable Diffusion = runpod/stable-diffusion:fast-stable-diffusion-2. Stable Diffusion - Checkpoints and LoRAs the Basics - Fooocus. 1 dev and Flux. safetensors, or how you named the model. 提示词快速 By "stable diffusion version" I mean the ones you find on Hugging face, for example there's stable diffusion v-1-4-original, v1-5, stable-diffusion-2-1, etc. art, providing seamless ways to blend LoRA models, integrate LoRA into checkpoints, and merge Stable Diffusion checkpoints. Feb 14, 2025 · It attempts to combine the best of Stable Diffusion and Midjourney: open source, offline, free, and ease-of-use. #stablediffusion Learn to use the CKPT merger tool inside Automatic1111's super stable diffusion to create new style of AI image output There are three steps to merge LoRAs with the add_weighted_adapter method: Create a PeftModel from the underlying model and LoRA checkpoint. Load a base UNet model and the LoRA adapters. For example, they can generate flat-style images, give characters in the image certain characteristics, or make the entire image present a specific artistic style. Product photo of a bottle of perfume on a rock, nature setting, shadow. ckpt (TensorFlow checkpoint) or . Then, go to the Model tab and select the base checkpoint to use. If you have your Stable Diffusion Nov 9, 2022 · Yes, you can merge 3 models with the free tier google colab. so if looking at this like a simple math problem it would be A=10 B=5 C=3, so the problem would look like 10 + (5-3) = 12. 文件大小： 通常为1. vae. May 13, 2025 · If you use "Hires. Decoding Stable Diffusion: LoRA, Checkpoints & Key Terms Simplified! 2024-08-08 08:15:00. On some model platforms, we can find embedding models that can output specific styles. 1 is a suite of generative image models introduced by Black Forest Labs, a lab with exceptional text-to-image generation and language comprehension capabilities. In this video, we'll run and use CodeFormer for Stable Diffusion, both locally on a Mac and on Hugging Face. Whenever i downloaded a "Checkpoint Merge" from a Site like civitai for example, i took the file and put it into the models/stable-diffusion folder. You actually use the "checkpoint merger" section to merge two (or more) models together. Using different checkpoint or model files allows you to produce entirely different art styles, even when using the exact same prompt. yaml and ComfyUI will load it #config for a1111 ui #all you have to do is change the base_path to where yours is installed a111: base_path: path/to/stable-diffusion-webui/ checkpoints: models/Stable-diffusion configs: models/Stable-diffusion vae: models/VAE loras: | models/Lora models/LyCORIS upscale_models Merge Diffusion Tool is an open-source solution developed by EnhanceAI. Use this for doing check. I use either comfy to merge on the fly, or kohya to merge permanently into a file. Free & open source Exclusively for Apple Silicon Mac users (no web apps) Native Mac app using Core ML (rather than PyTorch, etc) Feb 7, 2024 · The Checkpoint's role in Stable Diffusion is transformative for digital art and content creation. I just made an (incorrect, I assume) assumption that if I use the webui to merge two checkpoints, that I could then just basically use either style. Creating custom checkpoints in Stable Diffusion allows for a personalized touch in AI-generated imagery. 0 weight (there are versions for 1. Features. We'll be using Automatic 1111 to improve faces, Feb 1, 2024 · Ah, ComfyUI SDXL model merging for AI-generated art! That's exciting! Merging different Stable Diffusion models opens up a vast playground for creative exploration. Oct 4, 2024 · Like photorealism? Try my new fine-tune 'Lomostyle' Merged Model with slight fine-tuning focused on human anatomy and skin texture, can also be used as a general purpose model. The trick is NOT to use the VAE Encode (Inpaint) node (which is meant to be used with an inpainting model), but: Encode the pixel images with the VAE Encode node. I'm not new to SD and I even trained a bunch of checkpoints myself, but when it comes to merging, I'm a complete idiot (not joking, because I don't have any good experience in this type of model creation). Being familiar with these technologies is important The Stable Diffusion 1. Jan 31, 2024 · 安装Stable Diffusion WebUI. in simplest terms when merging 3 it's actually subtracting the third from the second and adding the difference to the first. (See the next section for a workflow using the inpaint model) How it works. These are the settings you may want to change if this is your first time using AUTOMATIC1111. Introduction to Flux. 98g-7g。通常以ckpt（CheckPoint的简写）、safetensors为后缀。 大模型该如何安装呢？ 找到根目录下的 models\Stable-diffusion ，将下载好的大模型放 #stablediffusionart #stablediffusion #stablediffusionai In this Video I have explained how to merge 3 Checkpoint model in stable diffusion and get Amazing re Hi, I'm trying to merge a couple of dreambooth models. Make sure to comply with any usage policies or guidelines. First, ensure your computer has the necessary horsepower – this includes: Having Python installed, as it's the programming language used by Stable Diffusion. You signed in with another tab or window. Model A is your primary model which you want to refine. Step 1: Collect training images. May 29, 2023 · 🔧 Details on how to use Checkpoint Merge in Stable Diffusion are explained, including selecting the base and differential models. In general, checkpoints can either be trained (fine-tuned) or merged. " I have seen this prove out with my merges I made one at . If the node is too small, you can use the mouse wheel or pinch with two fingers on the touchpad to zoom in and out. Get ready to unleash your creativity and Create stunning artworks with stable diffusion. Feb 19, 2024 · Stable Diffusion v1. ). safetensors file, by placing it inside the models/stable-diffusion folder! Stable Diffusion 2. 5, SD 2. These components work together to transform text prompts into realistic images. Then, when you have your final checkpoint ready use Supermerger and merge in the LCM Weights Lora at 1. Feb 13, 2023 · Modles directory in your install. 3 the final result will be 30% SD Jul 9, 2024 · 这种模型之间的交流与共享不仅丰富了Stable Diffusion的生态系统，还激发了更多创新的可能性。 二、CHECKPOINT MERGE的功能. So think about it more like there are 100 things that are associated with the word dog, and lets say each one of those things has like a number between 1-10. If May 12, 2025 · Using Embedding Models in ComfyUI. To install a checkpoint model, download it and put it in the \stable-diffusion-webui\models\Stable-diffusion directory which you will probably find in your user directory. Some of the ones a simple merge doesn't work for produce okay results with a per-layer weighted merge, but there are a few times when even that didn In the last issue, we introduced how to use ComfyUI to generate an App Logo, and in this issue we are going to explain how to use ComfyUI for face swapping. Checkpoints go in Stable-diffusion, Loras go in Lora, and Lycoris's go in LyCORIS. Models B and C are the models you will integrate into Model A. Respect and Kindness: Treat all with respect, regardless of opinions or backgrounds. cloud. Steps to Create Custom Checkpoints: Feb 26, 2025 · In the world of digital art and image generation, Stable Diffusion stands out as a robust tool that empowers creators to conjure stunning visuals from mere prompts. . It’s a lot of fun experimenting with it. I only ever trained on top of a ckpt but just recently i tried merging and i can't seem to tell much of a difference so far. Just for reference this was the solution I used. 22 votes, 27 comments. bat file inside the Forge/webui folder. 0; Checkpoint Model: Creating Higher Quality Images; Checkpoint Merge: Merging Multiple Checkpoints Mar 12, 2025 · After the installations, download the . Stable Diffusion v1. Fooocus has optimized the Stable Diffusion pipeline to deliver excellent images. When going to the check point merger tab I don't get my checkpoints in the dropdowns. To use the different checkpoints, you'll need to turn on the Advanced mode. To use the loras, all you have to do is to click on the pink picture icon that is labeled as "show extra networks". Merge the adapters using the add_weighted_adapter method and the merging method of your choice. Tips for a better prompt: Use (word) for larger weight and [word] for smaller weight and word:0. Visit www. May 15, 2024 · Stable Diffusion is a text-to-image AI that can be run on personal computers like Mac M1 or M2. If you give stable diffusion facial data (say in the form of a textual inversion or a hypernetwork) you wouldn't want to use the restore faces option. Here’s some results from merging: jinofcoolnes/sammod (which is already a merge of three similar models) nousr/robo-diffusion Envvi/Inkpunk-Diffusion The first section is the base models for each using the trained words (tag) The second section is the Mar 25, 2024 · The second paragraph provides a step-by-step guide on how to merge two checkpoints using Automatic 1111 on a Windows 11 PC. fyhseeys akcwa gmmcpd zuzre awjg cpmp lxmzav owwixfs uth ylvf