Comfyui prompt examples. prompt-generator-comfyui.

Comfyui prompt examples (the cfg set in the sampler). Here is the workflow for the stability SDXL edit model, the The first step is downloading the text encoder files if you don't have them already from SD3, Flux or other models: (clip_l. For example, (from the workflow image below): Original prompt: "Portrait of robot Terminator, cybord, evil, in dynamics, highly detailed, packed with hidden A ComfyUI workflow for prompt ideas using Dynamic Prompts: I'm Feeling Lucky and Magic Prompt. like drag and drop for prompt segments, better visual hierarchy and so on. About. Lightricks LTX-Video Model. Adds an "examples" widget to load sample prompts, triggerwords, etc: These should be stored in a folder matching the name of the model, e. Uses wildcards, and the ability to customize the prompt. here's a complicated example: Prompt Travel is a sub-extension of animatediff, so you need to install animatediff first. 3D & Realtime. Reply reply An example of how machine learning can overcome all perceived odds Prompt Engineering. The proper way to use it is with the new SDTurboScheduler node but it might also work with the regular ComfyUI & Prompt Travel. 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. prompt. LTX-Video is a very efficient video model by lightricks. safetensors and t5xxl) if you don't have them already in your ComfyUI/models/clip/ folder. Prompt Format for ComfyUI ! Resource - Update Link: GitHub. Contribute to fofr/ComfyUI-Prompter-fofrAI development by creating an account on GitHub. This issue arises due to the complexity of accurately merging diverse visual content. Example. Locked post. Features. if we have a prompt flowers inside a blue vase and we want the diffusion Prompt: On a busy Tokyo street, the camera descends to show the vibrant city. 20K subscribers in the comfyui community. Developed using advanced techniques in natural language processing and computer vision, Sana can create realistic and detailed images that are tailored to the user’s specific . g. The CLIP Text Enode node first converts the prompt into tokens and 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. ComfyUI user install "AnimateDiff Evolved" first, Actually I shift to ComfyUI now, and use FizzNodes which similar to prompt travel with animatediff. OAI Dall_e 3: Takes your prompt and parameters and produces a Dall_e3 image in ComfyUI. Here’s an example of creating a noise object which mixes the noise from two sources. Customize your workflow. This repo contains examples of what is achievable with ComfyUI. "portrait, wearing white t-shirt, african man". 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. And of course these prompts can be copied and pasted into any AI image generator. Here’s an example of converting a traditional living room into a cyberpunk style: Controls adherence to prompts You signed in with another tab or window. However, it is not for the faint hearted and can be somewhat intimidating if you are new to ComfyUI. txt T2I-Adapters are used the same way as ControlNets in ComfyUI: using the ControlNetLoader node. NVIDIA SANA In ComfyUI – Setup Tutorial Guide. With this node, you can use text generation models to generate prompts. The prompt for the first couple for example is this: Examples of ComfyUI workflows. noise1 = noise1 self . Is an example how to use it. ComfyUI Prompt Composer This set of custom nodes were created to help AI creators manage prompts in a more logical and orderly way. safetensors, clip_l. safetensors if you don't. I ended up building a custom node that is very custom for the exact workflow I was trying to make, but it isn't good for general use. The nodes provided in this library are: Follow the steps below to install the ComfyUI-DynamicPrompts Library. For these examples I have renamed the files by adding stable_cascade_ in front of the filename for example: stable_cascade_canny. The custom node will analyze your Positive prompt and Seed and incorporate additional keywords, which will likely improve your resulting image. ; Set boolean_number to 0 to continue from the next line. Here is the workflow for the stability See the differentiation between samplers in this 14 image simple prompt generator. Since ESRGAN A prompt helper. The number of words in Prompt 1 must be the same as Prompt 2 due to implementation's limitation. safetensors put your files in as loras/add_detail/*. You can Load these images in ComfyUI to get the full workflow. 5. Second These are examples demonstrating how to do img2img. Example: Prompt 1 "cat in a city", Prompt 2 "dog in a city" Refinement: Allows extending concept of Prompt 1. These are examples demonstrating the ConditioningSetArea node. It provides nodes that enable the use of Dynamic Prompts in your ComfyUI. It has achieved significant breakthroughs in image quality and prompt adherence, marking a new era in AI drawing technology. The total steps is 16. This article will briefly introduce some simple requirements and rules for prompt writing in ComfyUI. Batch Prompt Schedule. 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. There are basically two ways of doing it. I believe it's due to the syntax within the scheduler node breaking the syntax of the overall prompt JSON load. Download clip_g. Then press “Queue Prompt ComfyUI-DynamicPrompts is a custom nodes library that integrates into your existing ComfyUI Library. The latents are sampled for 4 steps with a different prompt for each. You can Load these images in ComfyUI open in new window to get the full workflow. 10 KB. Placing words into parentheses and assigning weights alters their impact on the prompt. A very short example is that when doing (masterpiece:1. Locally selected Model. However, the other day I accidentally discovered this: comfyui-job-iterator (ali1234/comfyui-job-iterator: A for loop for ComfyUI (github. ComfyUI Prompt Note that in ComfyUI txt2img and img2img are the same node. Here is an example of ComfyUI standard prompt "beautiful scenery nature glass bottle landscape, , purple galaxy bottle," These are all generated with the same model, same settings, same seed. Generate prompts randomly. and. The following is an older example for: aura_flow_0. Isulion Prompt Generator introduces a new way to create, refine, and enhance your image generation prompts. 81) In ComfyUI the strengths are not averaged out like this so it will use the strengths exactly as you prompt them. safetensors, and t5xxl_fp16. . And 2 Example Images: OpenAI Dall-E 3. unCLIP models are versions of SD models that are specially tuned to receive image concepts as input in addition to your text prompt. These commands Img2Img ComfyUI workflow. If you want to use text prompts Here is an example. safetensors if you have more than 32GB ram or t5xxl_fp8_e4m3fn_scaled. Here is an example of how the esrgan upscaler can be used for the upscaling step. The first step is downloading the text encoder files if you don’t have them already from SD3, Flux or other models: (clip_l. You signed out in another tab or window. To use Prompt Travel in ComfyUI, it is recommended to install the following plugin: FizzNodes; It provides a convenient feature called Batch Prompt Schedule. 1[Dev] and Flux. -- Showcase random and singular seeds-- Dashboard random and singular seeds to manipulate individual image settings ComfyUI-Prompt-Combinator is a node that generates all possible combinations of prompts from multiple string lists. ThinkDiffusion - Img2Img. You can drag-and-drop workflow images from examples/ into your ComfyUI. You can use more steps to increase the quality. For example, when attempting to merge two images, instead of continuing the image flow, the model might introduce a completely different photo. Here’s a simple workflow in ComfyUI to do this with basic latent upscaling: Non latent Upscaling. The proper way to use it is with the new SDTurboScheduler node but it might also work with the regular schedulers. You can construct an image generation workflow by chaining different blocks (called nodes) together. Input: Provide an existing image to the Remix Adapter. 0. Inpainting a cat with the v2 I've been trying to do something similar to your workflow and ran into the same kinds of problems. You can prove this by plugging a prompt into negative conditioning, setting CFG to 0 and leaving positive blank. class Noise_MixedNoise : def __init__ ( self , nosie1 , noise2 , weight2 ) : self . This way frames further away from the init frame get a gradually higher cfg. 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). Modern buildings and shops line the street, with a neon-lit convenience store. 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 prompt-generator-comfyui. In the lists folder I inserted 4 example files. 3) (quality:1. Adding a red haired subject with an area prompt at the right of the image. For example, you can create files to list styles, effects, etc. or libraries that contain entire prompts or portions of prompts. Here is an example workflow that can be dragged or loaded into ComfyUI. Everything can be combined and linked to infinity, as always. It allows you to edit API-format ComfyUI workflows and queue them programmaticaly to the already running ComfyUI. Set boolean_number to 1 to restart from the first line of the prompt text file. 1 background image and 3 subjects. json. 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): "resume picture, wearing a suit, african woman" Output: Input (positive prompt): "portrait, wearing white t-shirt, icelandic man" Output: See a full list of examples here. 5 Large Turbo with these example workflows today!. A SD3 Examples SD3. New comments cannot be posted. With its intuitive interface and powerful capabilities, you can craft precise, detailed prompts for any creative vision. 5 Large and Stable Diffusion 3. In this guide, we are aiming to collect a list of 10 cool ComfyUI workflows that you can simply download and try out for yourself. Generate prompts randomly Resources. 1. Area composition with Anything-V3 + second pass with You should see two nodes labeled CLIP Text Encode (Prompt). I use it to iterate over multiple prompts and key parameters of workflow and get hundreds of images overnight to cherrypick from. The WF examples are in the WF folder of the custom node. 75 and the last frame 2. 14) (girl:0. 4) girl. This is basically the standard ComfyUI workflow, where we load the model, set the prompt, negative prompt, and adjust seed, steps, and parameters. Contribute to Navezjt/ComfyUI-Custom-Scripts development by creating an account on GitHub. Nodes: Style Prompt, OAI Dall_e Image. Videos & Images. Download Stable Diffusion 3. E. I'll probably add some more examples in future (but I'm kinda lazy, kek). The denoise controls the amount of noise added to the image. safetensors, stable_cascade_inpainting. Part I: Basic Rules for Prompt Writing ComfyUI is a node-based GUI for Stable Diffusion. If the config file is not there, restart ComfyUI and it should be automatically created and default to the first CSV file (by alphabetical sort) in the "prompt_sets" folder. exact_prompt => (masterpiece), ((masterpiece)) is allowed but (masterpiece), (masterpiece) is not. ComfyUI Examples: ComfyUI Examples; Community Forums: Engage with other AI artists and developers to share Try out Stable Diffusion 3. 0 (the min_cfg in the node) the middle frame 1. example. ComfyUI: main repository; ComfyUI Examples: examples on how to use different ComfyUI components and features; ComfyUI Blog: to follow the latest updates; Tutorial: tutorial in visual novel style; Comfy Models: models by comfyanonymous to use in ComfyUI Hey everyone! Looking to see if anyone has any working examples of break being used in comfy ui (be it node based or prompt based). Welcome to the unofficial ComfyUI subreddit. The workflow is the same as the one above but with a different prompt. Custom AI prompt generator node for ComfyUI. You switched accounts on another tab or window. 2) (best:1. noise2 = noise2 self . safetensors and t5xxl) if you don’t have them already in your ComfyUI/models/clip/ folder. if it is loras/add_detail. Audio. You can use it to guide the model, but the input images have more strength in the generation, that's why my prompts in this Your prompts text file should be placed in your ComfyUI/input folder; Logic Boolean node: Used to restart reading lines from text file. For this workflow, the prompt doesn’t affect too much the input. Output: A set of variations true to the input’s style, color palette, and composition. SDXL Turbo is a SDXL model that can generate consistent images in a single step. You can use {day|night}, for wildcard/dynamic prompts. Prompt 2 must have more words than Prompt 1. Txt2Img is achieved by passing an empty image to the sampler node with maximum denoise. Readme ComfyUI is a popular tool that allow you to create stunning images and animations with Stable Diffusion. Example: Prompt 1 "cat in a city", Prompt 2 "cat in a underwater 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 background is 1920x1088 and the subjects are 384x768 each. safetensors if you have more than 32GB ram or prompt. Table Of Contents. For some workflow examples and see what ComfyUI can do you can check out: ComfyUI Examples. safetensors and put it in your ComfyUI/checkpoints directory. second pass upscaler, with applied regional prompt 3 face detailers with correct regional prompt, overridable prompt & seed Here is an example of 3 characters each with its own pose, outfit, features, and expression : Word swap: Word replacement. It won't be very good quality, but it ComfyUI also has a mask editor that can be accessed by right clicking an image in the LoadImage node and “Open in MaskEditor”. Prompt from template: Turn a template into a prompt; List sampler: Sample items from a list, sequentially or randomly; Prompt template features. In the above example the first frame will be cfg 1. 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 Put the GLIGEN model files in the ComfyUI/models/gligen directory. Some commonly used blocks are Loading a Checkpoint 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. The a1111 ui is actually doing something like (but across all the tokens): (masterpiece:0. This image contain the same areas as the previous one but in reverse order. The following images can be loaded in ComfyUI to get the full workflow. I messed with the conditioning combine nodes but wasn't having much luck unfortunately. The nodes use the Dynamic Prompts Python module to generate prompts the same way, and unlike the semi-official dynamic prompts nodes, the ones in this repo are a little easier to utilize and allow the automatic generation of all This is what the workflow looks like in ComfyUI: Example. This looks really neat, but apparently you have to use it without a GUI, putting in different prompts at different frames into a script? Is there any way to animate the prompt or switch prompts at different frames of an AnimateDiff generation within ComfyUI? Here is an example workflow that can be dragged or loaded into 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. The algorithm is adding the prompts from the beginning of the generated text, so add important prompts to prompt variable. weight2 = weight2 @property def seed ( self ) : return Here is an example for how to use Textual Inversion/Embeddings. You can use and modify them, even delete them and create the ones you want from scratch. The zip File contains a sample video. 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. ComfyUI Manager: Recommended to manage This repo contains examples of what is achievable with ComfyUI. ComfyUI_examples unCLIP Model Examples. 98) (best:1. The images above were all created with this method. (for now you can use ComfyUI_ADV_CLIP_emb and comfyui-prompt-control instead) Comfyui_Flux_Style_Adjust by yichengup (and probably some other custom nodes that modify cond The Redux model is a lightweight model that works with both Flux. safetensors, clip_g. I then recommend enabling Extra Options -> Auto Queue in the interface. If you want to use text prompts you can use this example: Heads up: Batch Prompt Schedule does not work with the python API templates provided by ComfyUI github. 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. safetensors. CLIPNegPip. Examples are mostly for writing style, it doesn’t matter if GitHub - s9roll7/animatediff-cli-prompt-travel: animatediff prompt travel. Text Prompts¶. Learn how to influence image generation through prompts, loading different Checkpoint models, and using LoRA. 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. prompt-generator-comfyui; Table Of Contents; Setup My ComfyUI workflow was created to solve that. The third example is the anthropomorphic dragon-panda with conditionning average. Before using, text generation model has to be trained with prompt dataset or you can use the pretrained models. ComfyUI_examples SDXL Turbo Examples. For the t5xxl I recommend t5xxl_fp16. This could be used to create slight noise variations by varying weight2 . Also check that the CSV file is in the proper format, with headers in the first row and at least one value under each column with a SDXL Turbo is a SDXL model that can generate consistent images in a single step. output[node_id]. inputs, which contains the value of each input (or widget) as a map from the input name to: Prompt. If you solely Collection of custom nodes for ComfyUI implement functionality similar to the Dynamic Prompts extension for A1111. 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. Save this image then load it or drag it on ComfyUI to get the workflow. The advanced node enables filtering the prompt for multi-pass workflows. ComfyUI_examples Image Edit Model Examples. Many of the most popular capabilities in ComfyUI are Download aura_flow_0. 5 officially provides the following versions: The first example is the panda with a red scarf with less prompt bleeding of the red color thanks to conditionning concat. pt embedding in the previous picture. ComfyUI Provides a variety of ways to finetune your prompts to better reflect your intention. One which is just text2Vid - it is great but motion is not always what you want. With this syntax "{wild|card|test}" will be randomly replaced by either "wild", "card" or "test The initial cell of the node requires a prompt input in the format “number”:”prompt”. Anatomy of a good prompt: Good prompts should be clear a Examples of ComfyUI workflows. After these 4 steps the images are still extremely noisy. (early and not finished) Here are some more advanced examples: Basic Syntax Tips for ComfyUI Prompt Writing. Video credits: Paul Trillo, makeitrad, and others. This example contains 4 images composited together. Note that you can omit the filename extension so these two are equivalent: embedding:SDA768. All the separate high-quality png Examples of what is achievable with ComfyUI. The importance of parts of the prompt can be up or down-weighted by enclosing the specified part Area Composition Examples. Update to the latest version of ComfyUI. If you want to use text prompts you can use this example: Use the ComfyUI prompts guide to turn your ideas effortlessly into art with text-to-image technology. The text box GLIGEN model lets you specify the location and size of multiple objects in the image. For instance, starting from frame 0 with “a tree during spring,” transitioning to “a tree during 🆕 V 3 IS HERE ! 🆕 Overview. The ComfyUI-Prompt-Combinator Merger node allows merging outputs from two different ComfyUI-Prompt-Combinator nodes. Edit models also called InstructPix2Pix models are models that can be used to edit images using a text prompt. You can load this Master the basics of Stable Diffusion Prompts in AI-based image generation with ComfyUI. The series offers multiple model variants to meet different user needs: Currently, Stable Diffusion 3. up and down weighting¶. I've submitted a bug to both ComfyUI and Fizzledorf as I'm not sure which side will need to correct it. Prompt engineering plays an important role in generating quality images using Stable Diffusion via ComfyUI. 1[Schnell] to generate image variations based on 1 input image—no prompt required. 5 Large or Stable Diffusion 3. close() # for in case this example is used in an environment where it will be repeatedly called, like in a Gradio app. Two nodes are used to manage the strings: in the input fields you can type the portions of the prompt, and with the sliders you can easily set the relative weights. Example: {red|blue|green} will choose one of the colors. This is a small python wrapper over the ComfyUI API. safetensors to your models/clip folder example (optional): A text example of how you want ChatGPT’s prompt to look. These are examples demonstrating how to do img2img. output maps from the node_id of each node in the graph to an object with two properties. and Vid2Vid which uses controlnet to extract some of the motion in the video to Examples of ComfyUI workflows. ws. Enter your prompt in the top one and your negative prompt in the bottom one. All the images in this repo contain metadata which means they can be loaded into ComfyUI with the Load button (or Using {option1|option2|option3|} allows ComfyUI to randomly select one prompt to participate in the image generation process. com)) . mammal,2] This tutorial provides detailed instructions on using Depth ControlNet in ComfyUI, including installation, workflow setup, and parameter adjustments to help you better control image depth information and spatial structure. 2. The important thing with this model is to give it long descriptive prompts. Reload to refresh your session. Configure it in csv+weight folder. with custom nodes. To use it properly you should write your prompt normally then use the ComfyUI Provides a variety of ways to finetune your prompts to better reflect your intention. Examples of ComfyUI workflows. Here is an example for how to use Textual Inversion/Embeddings. Positive Prompt Example. This is the input image that will be used in this example source: Here is how you use the depth T2I-Adapter: Here is how you use the depth Controlnet. Installing ComfyUI. Plush contains two OpenAI enabled nodes: Style Prompt: Takes your prompt and the art style you specify and generates a prompt from ChatGPT3 or 4 that Stable Diffusion can use to generate an image in that style. 5 Large Turbo to your models/checkpoint folder. 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. It’s perfect for producing images in specific styles quickly. and then search "Prompt Travel" in Extensions and install it. I don't know A1111 but I guess your AND was the equivalent to one of thoose. Upload any image you want and play View Examples. You can then load up the following image in ComfyUI to get the workflow: AuraFlow 0. What it's great for: This is a great starting point for using Img2Img with ComfyUI. otherwise, you'll randomly receive connection timeouts 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). Groq LLM Enhanced Prompt. But some of these have the Create Prompt Variant node included. An example of a positive prompt used in image generation: Weighted Terms in Prompts. Img2Img works by loading an image like this example image open in new window, converting it to latent space with the VAE and then sampling on it with a denoise lower than 1. class_type, the unique name of the custom node class, as defined in the Python code; prompt. To use an embedding put the file in the models/embeddings folder then use it in your prompt like I used the SDA768. Multiple list items: [animal. There’s a default example in Style Prompt that works well, but you can override it if you like by using this input. Then press “Queue Prompt” once and start writing your prompt. December 12, Sana is a cutting-edge deep learning model designed to generate high-quality images from text prompts. 06) (quality:1. pt Examples of what is achievable with ComfyUI open in new window. First pass output (1280x704): Example. To use characters in your actual prompt escape them like \( or \). The prompts provide the necessary instructions for the AI model to generate the composition accurately. Now includes its own sampling node copied from an earlier version of ComfyUI Essentials to maintain compatibility without Textual Inversion Embeddings Examples. Note that this example uses the DiffControlNetLoader node because the controlnet used is a diff ComfyUI Examples; 2 Pass Txt2Img (Hires fix) Examples; 3D Examples; Area Composition Examples; Audio Examples; AuraFlow Examples; ControlNet and T2I-Adapter Examples Edit models also called InstructPix2Pix models are models that can be used to edit images using a text prompt. Contribute to tritant/ComfyUI_CreaPrompt development by creating an account on GitHub. ; Number Counter node: Used to increment the index from the Text Load Line From File node, so it Img2Img Examples. Weight Node. "Negative Prompt" just re-purposes that empty conditioning value so that we can put text into it. Nodes. Made for Lenovo. mkw esjii gconzgg zrxh wwzfbe fcscot tsrdo jcfdnl lxbouwq yyeah