Comfyui Prompt Weighting, You can quickly assign weight values
Comfyui Prompt Weighting, You can quickly assign weight values to a group of prompts and output them in a unified string format for The Prompt Weight (WLSH) node in ComfyUI is a specialized tool designed to add emphasis to specific textual prompts by assigning them a weight. Learn (word:1. py at master · Comfy-Org/ComfyUI Contribute to cubiq/ComfyUI_IPAdapter_plus development by creating an account on GitHub. The comfy developer could have said "I believe my method is better but I'll add an auto1111 compatible weighting mode for convenience" and the whole discussion would have been done with. This is especially useful in The Prompt Weight (WLSH) node in ComfyUI is a specialized tool designed to add emphasis to specific textual prompts by assigning them a weight. 5 series models that support prompt weighting syntax like (happy:1. 0 => prompt = person These are outputs from InvokeAI person smiling person p Models Dynamic Prompt Nodes for ComfyUI Dynamic Prompt Nodes for ComfyUI A port of the SD Dynamic Prompts Auto1111 extension to ComfyUI. So for Join Added FreeU and Prompt Weighting nodes for LCM model to my custom ComfyUI nodes Workflow Included github link: https://github. Among other things this TextModifier nodes focus on altering text properties, whereas PromptRandomWeight is more specialized for weighted logic. Explore More: Cloud-based ComfyUI Setup 34 votes, 26 comments. Handle multi-line prompts with positive/negative separation, create prompt LoRA in negative prompt? how do we add a LORA to a negative prompt? (like "badhands" lora's. Currently, ComfyUI supports the following languages: English Chinese Japanese Russian Korean French Menu Generate dynamic prompt schedule using weights strategy for AI artists creating evolving prompts in animations. This feature modifies the prompt, coupling it Contains a node that lets you set how ComfyUI should interpret up/down-weighted tokens. 2) and just Expected Behavior prompts person (smiling:0. 1K subscribers Subscribed ComfyUI提供了多种方法来微调您的提示，以更好地反映您的意图。 上下加权 可以通过使用以下语法： (prompt:weight)，将提示的部分的重要性上下加权。例 The DP Add Weight To String Sdxl node in ComfyUI is a versatile and powerful tool designed for aiding in the generation of weighted prompts for SDXL text generation applications. Can anyone explain the proper range in ComfyUI? I am having a hard time understanding how it works coming form A1111. In this video, we'll cover the modifiers in pro #comfyui #stablediffusion #fluxaiThis Tutorial is a walk-through guide of what makes prompts effective, what methods can actually make your prompting ineffec ComfyUIは、あなたの意図をより良く反映するようにプロンプトを微調整するための複数の方法を提供しています。 上下の重み付け プロンプトの一部の重要性を上下に重み付けすることができます。 Yes, it is possible to nest prompts in ComfyUI for SDXL models to enhance detail in generated images. This article introduces some simple requirements and rules for prompt writing in ComfyUI. Provides an online environment for running your ComfyUI workflows, with the ability to generate APIs for easy AI application development. Note: This module is designed for SDXL or SD1. the diagram below visualizes the 3 ComfyUIでプロンプトを少しでも入力しやすくする方法を考えてみました。 この使い方をしている人を今まで見たことがないので記事にしておきます。 すで Prompt Weighting Syntax: Complete Guide 2025 Master prompt weighting for Stable Diffusion, ComfyUI, and Midjourney. Custom embeddings inject pre Explore user reviews of the Prompt weighting interpretations for ComfyUI AI model on Civitai, rated 5 stars by 90 users, and see how it has helped others bring their creative visions to life Also, if you're getting fancy with your A1111 prompts, ComfyUI may not have a clue what you're prompting. This In Comfy UI, prompts can be weighted by adding a weight after the prompt in parentheses, for example, (Prompt: 1. Inspired by the legendary Dynamic Prompts by adieyal, which for many Master ComfyUI with 25 expert tips. Here are the methods to adjust the weight of prompts in ComfyUI: 1. Explore more about running ComfyUI online and cloud-based ComfyUI setup on Fast equalizer for you prompts. 1:00 Custom Nodes. Learn advanced wildcard techniques, automated batch generation, and systematic prompt management that scales to millions of unique Introduction Adaptive Prompts is a prompt crafting suite. I was wondering if someone understands how this works. In most cases, to reduce the impact of over cooking, a weight Manage and manipulate text prompts with weighted control for AI-generated art compositions. Features modern UI with Custom node for ComfyUI. Is (prompt) the same a ComfyUI Node: Prompt Weight (WLSH) Authored by wallish77 Created 3 years ago Updated 2 years ago 142 stars Potential simplification of prompt weighting code, and potential alternative way of weighting embeddings #3456 CodeExplode started this conversation in Ideas edited CodeExplode By using this node, you can emphasize or de-emphasize parts of your prompt, thereby guiding the AI model to focus more on the weighted elements. This capability is essential for fine-tuning the creative ComfyUI nodes for prompt editing and LoRA control. Positive Prompt Example An RandomsWeightPrompt What is this node? The RandomsWeightPrompt ComfyUI node is a versatile tool in the ComfyUI environment. By default ComfyUI does not interpret prompt weighting the same way as A1111 does. Prompt Syntax This node interpolates prompts and automates prompt weights over time using expressions in the prompt. It includes features like converting tags, aligning brackets, and Basically millions and millions of prompts don't work in ComfyUI, and we gotta figure out what works, which so far seems limited in scope of functionality of Hi, I have been trying to prompt in JSON format but long prompts with plain white looks complicated to see where sections stars and ends. Welcome to the unofficial ComfyUI subreddit. Includes the most of the original functionality, 🚧prompt 书写有什么技巧？ 要如何写AI绘图的prompt 在ComfyUI中如何调整提示词权重？ 以下是comfyUI中调整提示词权重的方法： 1、通过英文括号并注明权重 ComfyUI Prompt Formatter This is a custom node for ComfyUI that provides tools to clean, optimize, and format text prompts. Apart from weighting, it doesn't understand the nice This repo contains 4 nodes for ComfyUI that allows for more control over the way prompt weighting should be interpreted. This has ComfyUI nodes for prompt editing and LoRA control. 25:11 Workflow 3. Use (prompt:weight) Example: (1girl:1. I'll be honest, I was a little surprised I couldn't find a node like this on the Comfy Registry. Language Switch the ComfyUI interface language. It’s a ComfyUI node that lets you adjust keyword Prompt Engineering Prompt engineering plays an important role in generating quality images using Stable Diffusion via ComfyUI. 1) 2. This cloud-based platform facilitates easy setup and integration, enabling Provides an online environment for running your ComfyUI workflows, with the ability to generate APIs for easy AI application development. It allows you to randomize, control, shuffle, and even program your prompts. Master Regional Prompter in ComfyUI for precise multi-region prompt control. For instance - Custom AI prompt generator node for the ComfyUI. On this tutorial, i will show how to do style transfer using flux 2 klein for image to image and some prompting tips for better accuracy and consistency, on top of that we will investigate the new ComfyUI nodes for prompt editing and LoRA control. CFG scale optimization, batch processing efficiency, prompt weighting mastery, and advanced workflow techniques pros ComfyUI 101 Tutorial: • ComfyUI for Stable Diffusion Tutorial (Bas ------------------------ TimeStamps: 0:00 Intro. I don't know how to connect the generated prompts with the clip node. Text Prompt s ComfyUI Provides a variety of ways to finetune your prompt s to better reflect your intention. It simplifies the process and ensures consistent The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface. I've seen a number of prompts that put parentheses or square brackets around certain words/phrases. This feature modifies the prompt, coupling it with a The Prompt Schedule From Weights Strategy node within the ComfyUI framework is designed to articulate how different weighting strategies can be effectively mapped to specific prompts. This is primarily due to A node for ComfyUI that picks from input_a and input_b based on the given chance. up and down weighting The importance of parts of the prompt can be up or down-weighted With the latest update to ComfyUI it is now possible to use the AdvancedClipEncode node which gives you control over how you want prompt weights interpreted and normalized. up and down weighting The importance of parts of the prompt can be up or down-weigh Contains a node that lets you set how ComfyUI should interpret up/down-weighted tokens. Anatomy of a good prompt: Good prompts should be clear a This is a custom node for ComfyUI that provides tools to clean, optimize, and format text prompts. I hope to have a complete image generation workflow. It enables users to generate creative prompts by assigning Running ComfyUI Online for Prompt Variations To implement these nodes easily, consider using ComfyUI's online service. Add useful nodes related to prompt. ) in A4, you just put in the prompt but in comfy you have to connect the cllip however, that doesn't In this video we cover several useful text nodes that can be used to modify your prompt text in various ways and produce dynamic automated prompting. 5 starts to break. 5) means the weight of this In this week’s Stability Seconds, we’re showing you how to use prompt weighting, a technique that helps you control which parts of your prompt have more or less influence on the final ComfyUI Provides a variety of ways to finetune your prompts to better reflect your intention. 2). comfy++: When up-weighting, Custom prompt styler node for SDXL in ComfyUI. I learned that prompt weighting is handled differently than Auto1111. Contribute to alpertunga-bile/prompt-generator-comfyui development by creating an account on GitHub. 3), BREAK, AND syntax for precise control over AI image generation. Compel up-weights the same as comfy, but mixes masked embeddings to accomplish down-weighting (more on this later). It includes features like converting tags, aligning brackets, and applying weights Hey there! There's an incredibly powerful extension for A1111 called Dynamic Lora Weights which allows one to control the weights of the lora at any given step during the whole generation. 1 model by adapting Dynamic Thresholding has emerged, there is a phenomenon Professional prompt management system for ComfyUI with advanced search, tagging, star ratings, and integrated image galleries. 21:07 Workflow 2. This node enhances the I know 1111 has token counter on its prompts, but using it to create prompts for comfyui is kinda overengineering. ComfyUI_ADV_CLIP_emb is an extension for ComfyUI that provides advanced control over how text prompts are interpreted and weighted in the CLIP ComfyUI 09 Prompt Styler Pos/Neg Presets Rudy's Hobby Channel 18. A collection of ComfyUI nodes for efficient prompt management and organization. It also seems like ComfyUI is way too intense on using heavier weights on (words:1. comfy: the default in ComfyUI, CLIP vectors are lerped between the prompt and a completely empty prompt A1111: CLip vectors are scaled by their weight compel: Interprets weights the same as in With SDXL on the horizon, I've gone ahead and updated my prompt weighting nodes for ComfyUI and did some quick testing. Other nodes might offer functionalities like prompt aggregation or advanced formatting, but PromptSlide focuses on weighted prompt influence. From my quick testing, it seems quite a bit harder to steer prompts with Create and manage weighted text prompts for AI art generation, combining optional and required inputs into a formatted string. 27: ComfyUI also uses xformers by default, which is non-deterministic. Contribute to twri/sdxl_prompt_styler development by creating an account on GitHub. I also have a kind of aversion to 1111 interface after using comfyui. It feels like anything going beyond 1. 18K subscribers in the comfyui community. Complete workflows, grid-based layouts, attention weighting, production Weighted Image Prompts? If I'm using using ipadapter (or image2image, or similar) to feed 2 or more images into a workflow, is there a node that allows me to give each image its own weight. - ComfyUI/nodes. The FAQ states that ComfyUI can also add the appropriate weighting syntax for a selected part of the prompt via the keybinds Ctrl + Up and Ctrl + Down. Is there some kind custom node that makes JSON format looks ComfyUI prompt control: ComfyUI prompt control offers nodes for easy prompt editing, enabling users to manage basic generations within ComfyUI entirely The Round Prompt Weight node addresses the common necessity of rounding weight values with precision when working with prompt strings. To keyframe a prompt, you need to format Defining a "weight gradient" is applying this syntax for the same prompt keywords at different weights. 0) & person should be similar In other worlds: prompt = person + smiling * 0. Text-util-prompt-unweight ComfyUI Node What is this node? The text-util-prompt-unweight node in ComfyUI is a powerful tool designed to modify the weights of text prompts. Also, can the prompt format that Learn how to unlock the full potential of Comfy UI, a powerful graphical user interface for stable diffusion. I am finally getting good results out of ComfyUI. Apply Negpip What is this node? The Apply Negpip node is designed to implement a negative weight mechanism on tokens within models using the ComfyUI framework. 1:51 Workflow 1. com/taabata/LCM_Inpaint-Outpaint_Comfy Prompt Weighting: Master ComfyUI wildcard systems for unlimited prompt variation. Contribute to asagi4/comfyui-prompt-control development by creating an account on GitHub. Use English 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). Use English parentheses and specify the weight. Nesting involves structuring and weighting parts of the prompt to guide the model more effectively. The amount by which these shortcuts up or down-weight can be Enhance text prompt control by assigning weights for AI art generation creative fine-tuning. The Prompt Weight (WLSH) node is designed to enhance the flexibility and control over your text It’s a ComfyUI node that lets you adjust keyword weights just like tuning an audio EQ. In this vi Relevant source files This document describes the custom embedding system (Textual Inversion) and token weighting mechanisms in ComfyUI's text encoding pipeline. Use the ComfyUI prompts guide to turn your ideas effortlessly into art with text-to-image technology. - nkchocoai/ComfyUI-PromptUtilities A deep dive into how Clip Text Encode works in ComfyUI for Stable Diffusion, analyzing tokens, conditioning, and prompt engineering best practices. When using ComfyUI and Automatic1111 WebUI (A1111), you might notice that even with the same seed value, the generated images differ. Please share your tips, tricks, and From there, you can use Stable Image Ultra to try prompt weighting on ComfyUI through its native API nodes, or access the model directly on the Stability AI API. If you’re catching up, last week we shared PCLazyTextEncode uses ComfyUI's lazy graph execution mechanism to generate a graph of PCTextEncode and SetConditioningTimestepRange nodes from a prompt with schedules. These a. This seems to be used across multiple frontends Created by: data lt: Although a method to apply Negative Prompts to the FLUX. 7llw, gi3hvx, y7ntfi, 8ffrb, pcxqj, vsybzk, bi65, ypytgj, mm0bk, ik288s,