Comfyui prompt examples Last How to use the Text Load Line From File node from WAS Node Suite to dynamically load prompts line by line from external text files into your existing ComfyUI workflow. Images are encoded using the CLIPVision these models come with and then the concepts extracted by it are passed to the main model when sampling. 10 KB. This guide offers a deep dive into the principles of writing prompts, the structure of a basic template, and methods for learning prompts, making it a valuable resource for those Input (positive prompt): "portrait, wearing white t-shirt, icelandic man" Output: See a full list of examples here. All the separate high-quality png Examples of what is achievable with ComfyUI. In this following example the positive text prompt is zeroed out in order for the final output to follow the input image more closely. SDXL Turbo is a SDXL model that can generate consistent images in a single step. The importance of parts of the prompt can be up or down-weighted by enclosing the specified part of the prompt in brackets using the following syntax: (prompt:weight). Here is an example for how to use Textual Inversion/Embeddings. class_type, the unique name of the custom node class, as defined in the Python code; prompt. pt embedding in the previous picture. The denoise controls the amount of noise added to the image. It provides nodes that enable the use of Dynamic Prompts in your ComfyUI. Inpainting a cat with the v2 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. The images above were all created with this method. The text box GLIGEN model lets you specify the location and size of multiple objects in the image. json. 0. safetensors, stable_cascade_inpainting. ComfyUI Manager: Recommended to manage Basic Syntax Tips for ComfyUI Prompt Writing. Small and fast addition to the "Negative Prompt" just re-purposes that empty conditioning value so that we can put text into it. Set boolean_number to 1 to restart from the first line of the prompt text file. Prompt: Two geckos in a supermarket. The advanced node enables Text Prompts¶. with custom nodes. (early and not finished) Here are some more advanced examples: Using {option1|option2|option3|} allows ComfyUI to randomly select one prompt to participate in the image generation process. For these examples I have renamed the files by adding stable_cascade_ in front of the filename for example: stable_cascade_canny. safetensors and put it in your ComfyUI/checkpoints directory. This article will briefly introduce some simple requirements and rules for prompt writing in ComfyUI. All these examples were generated with seed 1001, the default settings in the workflow, and the prompt being the concatenation of y-label and x-label, e. To use an embedding put the file in the models/embeddings folder then use it in your prompt like I used the SDA768. 5. Features. output maps from the node_id of each node in the graph to an object with two properties. Audio. View Examples. up and down weighting¶. These are examples demonstrating how to do img2img. Examples of ComfyUI workflows. Purpose: Control generation guidance strength; Parameters: Guidance Scale: Guidance strength (default 6. 3D & Realtime. The following images can be loaded in ComfyUI to get the full workflow. Red is your negative Prompt. It won't be very good quality, but it WILL generate the image based on whatever you have in your "Negative Prompt" ComfyUI-Prompt-Combinator: ComfyUI-Prompt-Combinator is a node that generates all possible combinations of prompts from multiple string lists. You can load this Press Queue Prompt to start generation. In the File Explorer App, navigate to the folder ComfyUI_windows_portable > ComfyUI > custom_nodes. Upload any image you want and play with the prompts and denoising strength to change up your original image. 0) Higher values make results closer to prompts but may affect video Example Prompt: “A lone hiker with a bright red backpack ascends a rocky trail in a tranquil mountain range at sunrise, with layers of mist rolling over the peaks. The extension will mix and match each item from the lists to create a comprehensive set of unique prompts. Part I: Basic Rules for Prompt Writing All these examples were generated with seed 1001, the default settings in the workflow, and the prompt being the concatenation of y-label and x-label, e. Made for Lenovo. The node specifically replaces a {prompt} placeholder in the 'prompt' field of each template with provided To use it properly you should write your prompt normally then use the GLIGEN Textbox Apply nodes to specify where you want certain objects/concepts in your prompts to be in the image. Installing ComfyUI. There are basically two ways of doing it. All the images in this repo con A good place to start if you have no idea how any of this works is the: ComfyUI Basic Tutorial VN: All the art is made with ComfyUI. Green is your positive Prompt. 1. More examples. These commands Here is an example workflow that can be dragged or loaded into ComfyUI. In the address bar, type cmd and Master the basics of Stable Diffusion Prompts in AI-based image generation with ComfyUI. unCLIP Model Examples. The nodes provided in this library are: Follow the steps below to install the ComfyUI-DynamicPrompts Library. Install ComfyUI Manager on Windows. Custom nodes for ComfyUI to save images with standardized metadata that's compatible with common Stable Diffusion tools (Discord bots, prompt readers, image organization tools). 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 Is it possible to create with nodes a sort of "prompt template" for each model and have it selectable via a switch in the workflow? For example: 1-Enable Model SDXL BASE -> This Positive Prompt: The positive prompt guides the AI towards what you want it to draw. To use it properly you should write your prompt normally then use the Area Composition Examples. Not all the results were perfect while generating these images: sometimes I saw artifacts or merged subjects; ComfyUI also has a mask editor that can be accessed by right clicking an image in the LoadImage node and “Open in MaskEditor”. These are examples demonstrating the ConditioningSetArea node. Then press “Queue Prompt” once and start writing your prompt. if we have a prompt flowers inside a blue vase and we want the diffusion SD3 Examples SD3. Upscaling ComfyUI workflow. Prompt: A couple in a church. ; Set boolean_number to 0 to continue from the next line. ThinkDiffusion - Img2Img. Learn more. Img2Img ComfyUI workflow. ; Number Counter node: Used to increment the index from the Text Load Line From File node, so it 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. safetensors, clip_g. ThinkDiffusion_Upscaling Your prompts text file should be placed in your ComfyUI/input folder; Logic Boolean node: Used to restart reading lines from text file. The custom node will analyze your Positive prompt and Seed and incorporate additional keywords, which will likely improve your resulting image. With its intuitive interface and powerful capabilities, you can craft precise, detailed prompts for any creative vision. Prompt: Two warriors. For example, (from the workflow image below): Original prompt: "Portrait of robot Terminator, cybord, evil, in dynamics, highly detailed, packed with hidden . If you want to use text prompts you can use this example: Comfyui_Flux_Style_Adjust (Redux): StyleModelApply adds more controls Comfyui-Ycanvas: NODES:Canvas View; ComfyUI Christmas Theme 🎄 : A beautiful theme extension for ComfyUI that adds festive touches with dynamic backgrounds, snowfall effects, and animated node connections; comfy-cliption: Image to caption with CLIP ViT-L/14. Lightricks LTX-Video Model. safetensors. Modern buildings and shops line the street, with a neon-lit convenience store. You can prove this by plugging a prompt into negative conditioning, setting CFG to 0 and leaving positive blank. Now includes its own sampling node copied from an earlier version of ComfyUI Essentials to maintain compatibility without For some workflow examples and see what ComfyUI can do you can check out: ComfyUI Examples. Here is an example workflow that can be dragged or loaded into ComfyUI. Anatomy of a good prompt: Good prompts should be clear a ComfyUI-DynamicPrompts is a custom nodes library that integrates into your existing ComfyUI Library. 2. This node has different options for both Put the GLIGEN model files in the ComfyUI/models/gligen directory. The TL;DR version is this: it makes a image from your prompt without a LoRA, runs it through ControlNet, and uses that to make a new image with the LoRA. LTX-Video is a very efficient video model by lightricks. Example: {red|blue|green} will choose one of the colors. One which is just text2Vid If there is nothing there then you have put the models in the wrong folder (see Installing ComfyUI above). Many of the most popular capabilities in ComfyUI are written as custom nodes by the community: Animatediff, IPAdapter, CogVideoX and more. You can Load these images in ComfyUI to get the full workflow. The hiker pauses to admire the breathtaking view as the camera begins with a wide-angle shot, slowly zooming in to capture their steady climb. Nodes/graph/flowchart interface to experiment and create complex Stable Diffusion workflows without Examples of ComfyUI workflows. The first step is downloading the text encoder files if you don’t have them already from SD3, Flux or other models: (clip_l. The following is an older example for: aura_flow_0. All the images in this repo contain metadata which means they can be loaded into ComfyUI with the Load button (or This repo contains examples of what is achievable with ComfyUI. Isulion Prompt Generator introduces a new way to create, refine, and enhance your image generation prompts. It basically lets you use images in your prompt. Prompt: On a busy Tokyo street, the camera descends to show the vibrant city. If you want to use text prompts you can use this example: The zip File contains a sample video. You can use more steps to increase the quality. Videos & Images. output[node_id]. unCLIP models are versions of SD models that are specially tuned to receive image concepts as input in addition to your text prompt. The advanced node enables filtering the prompt for multi-pass workflows. This repo contains examples of what is achievable with ComfyUI. 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. Learn how to influence image generation through prompts, loading different Checkpoint models, and using LoRA. My ComfyUI workflow was created to solve that. Customize your workflow. safetensors and t5xxl) if you don’t have them already in your Download aura_flow_0. ComfyUI_examples SDXL Turbo Examples. pt Img2Img Examples. The prompt for the first couple for example is this: Prompt Traveling is a technique designed for creating smooth animations and transitions between scenes. ComfyUI Provides a variety of ways to finetune your prompts to better reflect your intention. Note that you can omit the filename extension so these two are equivalent: embedding:SDA768. ComfyUI manager is a custom node that lets you install and update other custom nodes through the ComfyUI interface. Video credits: Paul Trillo, makeitrad, and others. What it's great for: This is a great starting point for using Img2Img with ComfyUI. E. The workflow is the same as the one above but with a different prompt. The important thing with this model is to give it long descriptive prompts. . ComfyUI Manager. 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. Negative Prompt: The negative prompt specifies what you want the AI to exclude from the image. "portrait, wearing white t-shirt, african man". For example, if you have: List 1: "a cat", "a dog" Textual Inversion Embeddings Examples. Is an example how to use it. 🆕 V 3 IS HERE ! 🆕 Overview. prompt. g. inputs, which contains the value of each input (or widget) as a map from the input name to: Purpose: Text prompt encoding; Parameters: Text: Positive prompts (describe what you want to generate) Recommended to use detailed English descriptions; FluxGuidance. It will be more clear with an example, so prepare your ComfyUI to continue. Area composition with Anything-V3 + second pass with SDXL Prompt Styler is a node that enables you to style prompts based on predefined templates stored in a JSON file. Use the ComfyUI prompts guide to turn your ideas effortlessly into art with text-to-image technology. You can then load up the following image in ComfyUI to get the workflow: AuraFlow 0. cmr hijdoz ewryj emtma ypwhl ckpgx xhddjkr teld fzzarq eelt