What is comfyui github example.

What is comfyui github example 8 . This is a side project to experiment with using workflows as components. ComfyUI is a no-code interface designed to simplify interactions with complex AI models, particularly those used in image and video generation. Below is an example video generated using the AnimateLCM-FaceID. I'm running it using RTX 4070 Ti SUPER and system has 128GB of ram. Note that in ComfyUI txt2img and img2img are the same node. Chroma. More than 150 million people use GitHub to discover, fork, and contribute to over 420 million projects. safetensors, stable_cascade_inpainting. I go to ComfyUI GitHub and read specification and installation instructions. GitHub Advanced Security. LCM loras are loras that can be used to convert a regular model to a LCM model. Lightricks LTX-Video Model. 1 Models. Releases a new stable version (e. 1 ComfyUI Workflow. 5. Contribute to gonzalu/ComfyUI_YFG_Comical development by creating an account on GitHub. then. Mar 13, 2023 · You can get an example of the json_data_object by enabling Dev Mode in the ComfyUI settings, and then clicking the newly added export button. Use a LLM to generate the code you need, paste it in the node and voila!! you have your custom node which does exactly what you need. Definition and Features. This toolkit is designed to simplify the process of serving your ComfyUI workflow, making image generation bots easier than ever before. Apr 22, 2024 · ComfyUI is a web-based Stable Diffusion interface optimized for workflow customization. In the above example the first frame will be cfg 1. The name of the worfklow sent in the inputs should be same as the name of the file (without the . Features Nodes/graph/flowchart interface to experiment and create complex Stable Diffusion workflows without needing to code anything. 3 billion parameters), covering various tasks including text-to-video (T2V) and image-to-video (I2V). The a1111 ui is actually doing something like (but across all the tokens): (masterpiece:0. 2) (best:1. The prompt used is sourced from OpenAI's Sora: The prompt used is sourced from OpenAI's Sora: "A stylish woman walks down a Tokyo street filled with warm glowing neon and animated city signage. /interrupt ComfyUI Custom Nodes. . 1 background image and 3 subjects. This ComfyUI node setup demonstrates how the Stable Diffusion conditioning mechanism functions. This way frames further away from the init frame get a gradually higher cfg. Create an account on ComfyDeply setup your ComfyICU provides a robust REST API that allows you to seamlessly integrate and execute your custom ComfyUI workflows in production environments. safetensors and t5xxl) if you don’t have them already in your ComfyUI Follow the ComfyUI manual installation instructions for Windows and Linux. These are examples demonstrating the ConditioningSetArea node. We would like to show you a description here but the site won’t allow us. If you have another Stable Diffusion UI you might be able to reuse the dependencies. Windows (ComfyUI portable): python -m pip install -r ComfyUI\custom_nodes\ComfyUI-KLingAI-API\requirements The nodes are all called "Simple String Repository". 3D Examples Stable Zero123. If you don’t have t5xxl_fp16. A The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface. By chaining different blocks (called nodes) together, you can construct an image generation workflow. Click Manager > Update All. It covers the following topics: The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface. ComfyUI_examples Audio Examples ACE Step Model. It is licensed under the Apache 2. safetensors or clip_l. Step 2: Update ComfyUI. Or providing additional visual hints through nodes such as the Apply Style Model, Apply ControlNet or unCLIP Conditioning node. Contribute to comfyanonymous/ComfyUI_examples development by creating an account on GitHub. comfyui-example. (the cfg set in the sampler). Our API is designed to help developers focus on creating innovative AI experiences without the burden of managing GPU infrastructure. safetensors already in your ComfyUI/models/text_encoders/ directory you can find them on: this link. The aim of this page is to get you up and running with ComfyUI, running your first gen, and providing some suggestions for the next steps to explore. GeometricCFGGuider: Samples the two conditionings, then blends between them using a user-chosen alpha. Highly Recommended: After the base installation, install the ComfyUI Manager extension (). example¶ The KSampler is the core of any workflow and can be used to perform text to image and image to image generation tasks. It stitches together an AI-generated horizontal panorama of a landscape depicting different seasons. ScaledCFGGuider: Samples the two conditionings, then adds it using a method similar to "Add Trained Difference" from merging models. DocVQA allows you to ask questions about the content of document images, and the model will provide answers based on the visual and textual information in the document. The SDXL base checkpoint can be used like any regular checkpoint in ComfyUI. Download the Lumina 2. safetensors. A simple interface demo showing how you can link Gradio and ComfyUI together. KLing AI API is based on top of KLing AI. py A very short example is that when doing (masterpiece:1. The example below shows how to use the KSampler in an image to image task, by connecting a model, a positive and negative embedding, and a latent image. 81) In ComfyUI the strengths are not averaged out like this so it will use the strengths exactly as you prompt them. Then I may discover that ComfyUI on Windows works only with Nvidia cards and AMD needs directml which is slow, etc. The easiest way to update ComfyUI is through the ComfyUI Manager. The video was rendered correctly without noise at the beginning. You signed out in another tab or window. Communicate with ComfyUI via API and Websocket. Some commonly used blocks are Loading a Checkpoint Model, entering a prompt, specifying a sampler, etc. Sep 3, 2024 · If your interface has a fixed form, you need to use a method where you extract the prompt in the form of an API export from the corresponding workflow, modify that prompt, and then send the API request. You will first need: Text encoder and VAE: comfyanonymous has 12 repositories available. Maybe "CLIPLoader (GGUF)" node was the cause of the problem. All the images in this page contain metadata which means they can be loaded into ComfyUI with the Load button (or dragged onto the window) to get the full workflow that was used to create the image. 06) (quality:1. Feb 21, 2025 · ComfyUI is a node-based GUI for Stable Diffusion. py Welcome to the ComfyUI Community Docs!¶ This is the community-maintained repository of documentation related to ComfyUI, a powerful and modular stable diffusion GUI and backend. safetensors and clip_l. The LCM SDXL lora can be downloaded from here. Nvidia Cosmos Models. HiDream. safetensors and save it to your ComfyUI/models Examples of ComfyUI workflows. HiDream I1 is a state of the art image diffusion model. Install the ComfyUI dependencies. For example: 896x1152 or 1536x640 are good resolutions. 1-schnell. Download it, rename it to: lcm_lora_sdxl. But you do get images. This example contains 4 images composited together. ImageAssistedCFGGuider: Samples the conditioning, then adds in You signed in with another tab or window. 7> to load a LoRA with 70% strength. # Many thanks to 2kpr for the original concept and implementation of memory-efficient offloading. Examples of such are guiding the process towards certain compositions using the Conditioning (Set Area), Conditioning (Set Mask), or GLIGEN Textbox Apply node. 98) (best:1. LCM models are special models that are meant to be sampled in very few steps. Aug 2, 2024 · Good, i used CFG but it made the image blurry, i used regular KSampler node. Here is how you use it in ComfyUI (you can drag this into ComfyUI to get the workflow): noise_augmentation controls how closely the model will try to follow the image concept. ComfyUI-TeaCache is easy to use, simply connect the TeaCache node with the ComfyUI native nodes for seamless usage. Feb 18, 2025 · Using CFG means doing two passes through the model on each step, so it's a lot slower, and costs more memory. json workflow. Follow their code on GitHub. Let try the model withou the clip. I noticed that it seems necessary to add the corresponding workflows to the example_workflows directory. Face Masking feature is available now, just add the "ReActorMaskHelper" Node to the workflow and connect it as shown below: Examples of ComfyUI workflows. It also demonstrates how you can run comfy wokrflows behind a user interface - synthhaven/learn_comfyui_apps This project is designed to demonstrate the integration and utilization of the ComfyDeploy SDK within a Next. Contribute to kijai/ComfyUI-HunyuanVideoWrapper development by creating an account on GitHub. py Jun 3, 2023 · And imagine doing it with more advanced flows - for example my basic setup for SDXL is 3 positive + 3 negative prompts (one for each text encoder: base G+, base G-, base L+, base L-, refiner+, refiner-). Flux is a family of diffusion models by black forest labs. json extension). Could this repository also add this feature? This way, we wouldn't need to search for workflows each time, but could instead find the relevant functionality directly within the ComfyUI interface. The primary focus is to showcase how developers can get started creating applications running ComfyUI workflows using Comfy Deploy. There are always readme and instructions. 1-dev: An open-source text-to-image model that powers your conversions. 3] to use the prompt a dog, full body during the first 30% of sampling and a dog, fluffy during the last 70%. Note that --force-fp16 will only work if you installed the latest pytorch nightly. You don't need to know how to write python code yourself. A repository of well documented easy to follow workflows for ComfyUI - cubiq/ComfyUI_Workflows This repository showcases an example of how to create a comfyui app that can generate custom profile pictures for your social media. This extension, as an extension of the Proof of Concept, lacks many features, is unstable, and has many parts that do not function properly. Area Composition Examples. Usually it's a good idea to lower the weight to at least 0. You switched accounts on another tab or window. 3) (quality:1. py --force-fp16. Aug 7, 2024 · I have the same problem on a Macbook Pro M3 Max running MacOS Sonoma. - comfyanonymous/ComfyUI May 12, 2025 · Flux. You will first need: Text encoder and VAE: May 12, 2025 · Wan2. This image contain 4 different areas: night, evening, day, morning. safetensors, clip_g. The noise parameter is an experimental exploitation of the IPAdapter models. Contribute to 4rmx/comfyui-api-ws development by creating an account on GitHub. This repo contains examples of what is achievable with ComfyUI. The dev model gives me what looks like random RGB noise. YOU NEED TO REMOVE comfyui_controlnet_preprocessors BEFORE USING THIS REPO. GitHub community articles Repositories. Installation¶ ConditioningZeroOut is supposed to ignore the prompt no matter what is written. Nov 29, 2023 · There's a basic workflow included in this repo and a few examples in the examples directory. Weekly frontend updates are merged into the core Mar 6, 2025 · TeaCache has now been integrated into ComfyUI and is compatible with the ComfyUI native nodes. ComfyUI currently supports specifically the 7B and 14B text to video diffusion models and the 7B and 14B image to video diffusion models. Area composition with Anything-V3 + second pass with AbyssOrangeMix2_hard. But the new comfyui version broke the "CLIPLoader (GGUF)" node. # The original idea has been adapted and extended to fit the current project's needs Below is an example video generated using the AnimateLCM-FaceID. Wan 2. Includes example workflows. For example I want to install ComfyUI. 14) (girl:0. - comfyanonymous/ComfyUI ReActorBuildFaceModel Node got "face_model" output to provide a blended face model directly to the main Node: Basic workflow 💾. At its core, ComfyUI serves as a bridge between the user and the underlying AI algorithms, making these powerful tools accessible to a much wider audience. Examples of what is achievable with ComfyUI open in new window. 0) Serves as the foundation for the desktop release; ComfyUI Desktop. execute() OUTPUT_NODE ([`bool`]): If this node is an output node that outputs a result/image from the graph. You can serve on discord, or ComfyUI follows a weekly release cycle every Friday, with three interconnected repositories: ComfyUI Core. The there are three variations based on the number of potentially selected strings (Small for 3, no suffix for 5, and Large for 10), and each node has a "compact" version which is worse for automated workflow but more comfortable if you intend to set all selection parameters (1 required, 2 optional) manually. SDXL Examples. Download the text encoder files: clip_l_hidream. I think the old repo isn't good enough to maintain. This repo contains examples of what is achievable with ComfyUI. safetensors Examples below are accompanied by a tutorial in my YouTube video. - teward/ComfyUI-Helper-Nodes Contribute to kijai/ComfyUI-MimicMotionWrapper development by creating an account on GitHub. There is a high possibility that the existing components created may not be compatible ComfyUI nodes and helper nodes for different tasks. This is simple custom node for ComfyUI which helps to generate images of actual couples, easier. Here is an example for how to use the Canny Controlnet: Here is an example for how to use the Inpaint Controlnet, the example input image can be found here. The lower the value the more it will follow the concept. Find and fix vulnerabilities Actions. Nov 29, 2023 · Yes, I want to build a GUI using Vue, that grabs images created in input or output folders, and then lets the users call the API by filling out JSON templates that use the assets already in the comfyUI library. LCM Lora. 1 ComfyUI install guidance, workflow and example. Abstract (click to expand) Achieving flexible and high-fidelity identity-preserved image generation remains formidable, particularly with advanced Diffusion Transformers (DiTs) like FLUX. For the easy to use single file versions that you can easily use in ComfyUI see below: FP8 Checkpoint Version. So you'd expect to get no images. Regular KSampler is incompatible with FLUX. You can Load these images in ComfyUI to get the full workflow. Builds a new release using the latest stable core version; ComfyUI Frontend. This fork includes support for Document Visual Question Answering (DocVQA) using the Florence2 model. , v0. Stable Zero123 is a diffusion model that given an image with an object and a simple background can generate images of that object from different angles. Contribute to kijai/ComfyUI-FramePackWrapper development by creating an account on GitHub. The advanced node enables filtering the prompt for multi-pass workflows. ComfyUI has a lot of custom nodes but you will still have a special use case for which there's no custom nodes available. If you want to draw two different characters together without blending their features, so you could try to check out this custom node. In Aug 2, 2024 · ComfyUI noob here, I have downloaded fresh ComfyUI windows portable, downloaded t5xxl_fp16. Say, for example, you want to upscale an image, and you may want to use different models to do the upscale. 1 model, open-sourced by Alibaba in February 2025, is a benchmark model in the field of video generation. LCM Examples. It’s a modular framework designed to enhance the user experience and productivity when working with See what ComfyUI can do with the example workflows. This project is designed to demonstrate the integration and utilization of the ComfyDeploy SDK within a Next. 5b. This is a model that is modified from flux and has had some changes in the architecture. Examples of ComfyUI workflows. From understanding its unique node - based interface to mastering intricate workflows for generating stunning images, each tutorial is crafted to enhance your proficiency. ; Flux. The important thing with this model is to give it long descriptive prompts. safetensors:0. Hypernetwork Examples. The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface. 0 checkpoint model. 7. 4) girl. This guide is about how to setup ComfyUI on your Windows computer to run Flux. Some code bits are inspired by other modules, some are custom-built for ease of use and incorporation with PonyXL v6. LTX-Video is a very efficient video model by lightricks. Put the model file in the folder ComfyUI > models > checkpoints. Follow the ComfyUI manual installation instructions for Windows and Linux. Then I may discover that ComfyUI on Windows works only with Nvidia cards and AMD needs Feb 18, 2025 · Saved searches Use saved searches to filter your results more quickly See what ComfyUI can do with the example workflows. py For example, if you for some reason do not want the advanced features of PCTextEncode, use NODE(CLIPTextEncode) in the prompt and you'll still get scheduling with ComfyUI's regular TE node. Hypernetworks are patches applied on the main MODEL so to use them put them in the models/hypernetworks directory and use the Hypernetwork Loader node like this: You can apply multiple hypernetworks by chaining multiple Hypernetwork Loader nodes in sequence. I'm working on adding sequential CFG support where it's not done as a batch for less memory use though, which ends up faster as you don't have to use block swap etc. Reload the ComfyUI page after the update. Many optimizations: Only re-executes the parts of the workflow that changes between executions. This is what the workflow looks like in ComfyUI: ComfyUI Unique3D is custom nodes that running AiuniAI/Unique3D into ComfyUI - jtydhr88/ComfyUI-Unique3D Mar 2, 2025 · ComfyUI: An intuitive interface that makes interacting with your workflows a breeze. - Releases · comfyanonymous/ComfyUI Examples of ComfyUI workflows. Here’s a simple workflow in ComfyUI to do this with basic latent upscaling: Non latent Upscaling. safetensors Implementation of MDM, MotionDiffuse and ReMoDiffuse into ComfyUI - Fannovel16/ComfyUI-MotionDiff Here is how you use it in ComfyUI (you can drag this into ComfyUI to get the workflow): noise_augmentation controls how closely the model will try to follow the image concept. To use it you will need one of the t5xxl text encoder model files that you can find in: this repo, fp16 is recommended, if you don’t have that much memory fp8_scaled are recommended. Reload to refresh your session. 0 license and offers two versions: 14B (14 billion parameters) and 1. For more information, see KLing AI API Documentation. Apr 7, 2025 · Note for Windows users: There’s a standalone build available on the ComfyUI page, which bundles Python and dependencies for a more straightforwa rd setup. For some workflow examples and see what ComfyUI can do you can check out: ComfyUI Examples. Here is an example you can drag in ComfyUI for inpainting, a reminder that you can right click images in the "Load Image" node and "Open in MaskEditor". Download the ace_step_v1_3. # This implementation is inspired by and based on the work of 2kpr. Topics Trending For some workflow examples and see what ComfyUI can do you can check out: ComfyUI Examples. 0 (the min_cfg in the node) the middle frame 1. Nvidia Cosmos is a family of “World Models”. This repository provides the official ComfyUI native node for InfiniteYou with FLUX. Nodes/graph/flowchart interface to experiment and create complex Stable Diffusion workflows without needing to code anything. 0. Create an account on ComfyDeply setup your Communicate with ComfyUI via API and Websocket. All the images in this repo contain metadata which means they can be loaded into ComfyUI with the Load button (or dragged onto the window) to get the full workflow that was used to create the image. safetensors and put it in your ComfyUI/models/loras directory. ; ComfyUI Manager and Custom-Scripts: These tools come pre-installed to enhance the functionality and customization of your applications. May 12, 2025 · Flux. ComfyUI offers this option through the "Latent From Batch" node. Here is an example for outpainting: Redux SD3 Examples SD3. Feb 8, 2025 · Run Lumina Image 2. g. The Wan2. safetensors and vae to run FLUX. First thing I always check when I want to install something is the github page of a program I want. js application. 1. So I can't test it right now. The first step Flux or other models: (clip_l. The total steps is 16. If I wanted to do transitions like in the example above in the ComfyUI, I would have to make few times more nodes just to handle that prompt. LLM Agent Framework in ComfyUI includes MCP sever, Omost See what ComfyUI can do with the example workflows. Since ESRGAN Welcome to the ComfyUI Serving Toolkit, a powerful tool for serving image generation workflows in Discord and other platforms (soon). Please check A workflow to generate a cartoonish picture using a model and then upscale it and turn it into a realistic one by applying a different checkpoint and optionally different prompts. The sample txt_2_img is given. py Follow the ComfyUI manual installation instructions for Windows and Linux. Contribute to zhongpei/comfyui-example development by creating an account on GitHub. Here, you'll find step - by - step instructions, in - depth explanations of key concepts, and practical examples that demystify the complex processes within ComfyUI. ComfyUI breaks down a workflow into rearrangeable elements so you can easily make your own. This is a custom node for ComfyUI that allows you to use the KLing AI API directly in ComfyUI. There are many workflows included in the examples directory. Since general shapes like poses and subjects are denoised in the first sampling steps this lets us for example position subjects with specific poses anywhere on the image while keeping a great amount of consistency. Mar 4, 2024 · On ComfyUI you can see reinvented things (wiper blades or door handle are way different to real photo) On the real photo the car has a protective white paper on the hood that disappear on ComfyUI photo but you can see on replicate one The wheels are covered by plastic that you can see on replicate upscale, but not on ComfyUI. - comfyanonymous/ComfyUI May 9, 2025 · What is ComfyUI? 1. A very common practice is to generate a batch of 4 images and pick the best one to be upscaled and maybe apply some inpaint to it. Txt2Img is achieved by passing an empty image to the sampler node with maximum denoise. py A custom node is defined using a Python class, which must include these four things: CATEGORY, which specifies where in the add new node menu the custom node will be located, INPUT_TYPES, which is a class method defining what inputs the node will take (see later for details of the dictionary returned), RETURN_TYPES, which defines what outputs the node will produce, and FUNCTION, the name of Apr 14, 2025 · Contribute to cubiq/ComfyUI_IPAdapter_plus development by creating an account on GitHub. 0 on ComfyUI Step 1: Download the Lumina model. Files to Download. I know there are obviously alternatives like Forge, but being able to make complex custom api workflows and then run th This is a rework of comfyui_controlnet_preprocessors based on ControlNet auxiliary models by 🤗. 3B (1. For these examples I have renamed the files by adding stable_cascade_ in front of the filename for example: stable_cascade_canny. Note that we use a denoise value of less than 1. A full list of relevant nodes can be found in the sidebar. Dec 2, 2024 · I pulled the latest comfyui version and ran the inference with the default "Load CLIP" node with t5xxl_fp16. Here is an example. Either the model passes instructions when there is no prompt, or ConditioningZeroOut doesn't work and zero doesn't mean zero. For example, if `FUNCTION = "execute"` then it will run Example(). With the schnell model or the fp8 checkpoint I can kinda barely see the image I'm supposed to be getting, but it's super noisy. Here is an example of how the esrgan upscaler can be used for the upscaling step. Launch ComfyUI by running python main. 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. All old workflows still can be used For example, you can use text like a dog, [full body:fluffy:0. This node also allows use of loras just by typing <lora:SDXL/16mm_film_style. Instead, you can use Impact/Inspire Pack's KSampler with Negative Cond Placeholder. 75 and the last frame 2. 1 is a family of video models. But it takes 670 seconds to render one example image of galaxy in a bottle. THESE TWO CONFLICT WITH EACH OTHER. rte cxhwp yslqdpl ecrvr lfpdz cayhw iwlbws muj qurxugnis paqs

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