Comfy ui prompt syntax
Comfy ui prompt syntax. Phrase Usage How to make ComfyUI randomly call prompt content? Recommended Common Prompts; Enhancing Image Quality Prompts; Recommended Prompt Documents Jul 6, 2024 · You should see two nodes labeled CLIP Text Encode (Prompt). Set step to 1. Yes, I will be covering prompt syntax as well as many other little tricks and hacks that can be used to improve outputs. 8. Here's a four way prompt input: Using OneButtonPrompt; User Input; Sequential Line from File; Random Line from File; To get really creative, you can randomize the input to come from either OBP or a random line: Quoting comfyanon: “Conditioning combine runs each prompt you combine and then averages out the noise predictions from them. It explains that embeddings can be invoked in the text prompt with a specific syntax, involving an open parenthesis, the name of the embedding file, a colon, and a numeric value representing the strength of the embedding's influence on the image. The CLIP Text Encode node can be used to encode a text prompt using a CLIP model into an embedding that can be used to guide the diffusion model towards generating specific images. Advanced Feature: Loading External Workflows. embedding:SDA768. inputs. You're really fine with no one being able to use ComfyUI like everyone is used to, cause you have a personal opinion? To use this custom node (located within the 'utils' submenu), simply connect your positive prompt to it, which will then output the joined prompt. This prompt: [dog:cat:0. Prompt With SDXL (Mikey) Usage Tips: Ensure your positive and negative prompts are clear and descriptive to achieve the best results. Feb 26, 2024 · Explore the newest features, models, and node updates in ComfyUI and how they can be applied to your digital creations. Run the . This adds a custom node to Save a png or jpeg and option to save prompt/workflow in a text or json file for each image in Comfy + Workflow loading. 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). 00 to increase the counter by 1 each time the propmt is run. All LoRA flavours: Lycoris, loha, lokr, locon, etc are used this way. Make sure you have selected the correct LoRA_name parameters in Load Lora node and trigger words in the Text Prompt node. The prompt is a descriptive text that captures the essence of the input image, based on the selected mode. Note that you can omit the filename extension so these two are equivalent: embedding:SDA768. To use an embedding put the file in the models/embeddings folder then use it in your prompt like I used the SDA768. Enter your prompt in the top one and your negative prompt in the bottom one. For the next newbie though, it should be stated that first the Load LoRA Tag has its own multiline text editor. I have been experimenting with prompt blending in comfyUI and I want to make sure I'm doing this right. 1) , increasing the keyword's strength, while [keyword] is like (keyword: 0. clip. png) onto ComfyUI. Traditionally prompt engineering involved text covering different aspects, like subject, background, quality, camera angle and more. Jan 21, 2012 · 4/26/2024 @11:47am PST Version 1. The AI gives more attention to what comes first in each chunk ComfyUI 通过语言模型自动翻译提示词(Prompt )为中文提示词插件。. Oct 7, 2023 · Thanks for that. Where do the positive_string and the negative_string noodles go? Thanks :) Aug 29, 2024 · Lora Examples. Text Load Line From File: used to read a line from the prompts text file. foldername_prefix - String prefix added to folders. Convert the node’s index value to input. py-h options: -h, --help show this help message and exit --listen [IP] Specify the IP address to listen on (default: 127. I'm Feeling Lucky (downloads prompts from lexica. To use characters in your actual prompt escape them like \( or \). Also allows to turn off saving prompt as well as previews and choosing which folder to save it to. Open the command prompt in this folder. If you have ComfyUI Inspire Pack installed, you can use its Lora Block Weight syntax, for example: a prompt <lora:cars:1:LBW=SD-OUTALL;A=1. 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. You signed in with another tab or window. To use {} characters in your actual prompt escape them like: \{ or \}. override_lora_name (optional): Used to ignore the field lora_name and use the name passed. Open a terminal or command line interface. The top one is for the positive text prompt and the bottom one is for the negative text prompt . You can Load these images in ComfyUI (opens in a new tab) to get the full workflow. Contribute to MofaAI/ComfyUI-Prompt-Translator development by creating an Apr 8, 2024 · Set boolean_number to 1 to restart from the first line of the prompt text file. We call these embeddings. You can use the syntax (keyword:weight) to control the weight of the keyword. This node interpolates prompts and automates prompt weights over time using expressions in the prompt. Part I: Basic Rules for Prompt Writing English Writing. Advanced Prompt Enhancer, now supports Anthropic (Claude) and Groq connections' Grog is a free service that provides a remote inferencing platform for the latest high quality open-source models including the new Llama 3 models (llama3-70b & llama3-8b) and Mixtral-8x7b. csv),使翻译后的结果更能贴合stablediffusion模型的语句习惯! Jun 22, 2024 · You signed in with another tab or window. Image To Prompt Usage Tips: If the prompt is meant to stay the same (e. Clone from Github (Mac) ComfyUI is compatible with Apple Mac silicon (M1 or M2) on modern macOS versions. Keybind Explanation; Ctrl + Enter: Queue up current graph for generation: Ctrl + Shift + Enter: Queue up current graph as first for generation: Ctrl + Z / Ctrl + Y ComfyUI-Prompt-Translator-diy为中文提示词插件。自动识别中文,兼容英文。 增加了自定义的字典 . be Jan 13, 2024 · The initial cell of the node requires a prompt input in the format “number”:”prompt”. Feb 24, 2024 · In this folder, double-click on the update_comfyui. For example, if I use the prompt Oil painting portrait of [Joe Biden: Donald Trump: 0. I have added this node to the IO category Command line option: --lowvram to make it work on GPUs with less than 3GB vram (enabled automatically on GPUs with low vram) Works even if you don't have a GPU with: --cpu (slow) Can load ckpt, safetensors and diffusers models/checkpoints. run ComfyUI interactively to develop workflows. Embeddings/Textual inversion; Loras (regular, locon and loha) Hypernetworks * put `{ | | }` in the prompt. ICU Serverless cloud for running ComfyUI workflows with an API. A few unique input and output connectors: Jan 4, 2024 · この動画ではComfy UIで使用できる便利なCustom nodeの一つであるCustom Scriptsを紹介していますComfy UIのインストール方法などはこの動画:https://youtu. You signed out in another tab or window. Other integrations Advanced CLIP encoding Negative Prompt Example. The node specifically replaces a {prompt} placeholder in the 'prompt' field of each template with provided positive text. The number of words in Prompt 1 must be the same as Prompt 2 due to implementation's limitation. This cleaned prompt is used for encoding and generating conditioning data. 75] A ComfyUI guide . <emb:xyz> is alternative syntax for embedding:xyz to work around a syntax conflict with [embedding:xyz:0. Prompts must be written in English as the CLIP model is trained on English datasets. The CLIP Text Encode nodes take the CLIP model of your checkpoint as input, take your prompts (postive and negative) as variables, perform the encoding process, and output these embeddings to the next node, the KSampler. Go to the ComfyUI_windows_portable folder. Combining the UI and the API in a single app makes it easy to iterate on your workflow even after deployment. * make a new multiline node→random line node→text concatenate (the random result and the prompt) → text parse tokens → text to conditioning * this is more complex, but preserves the text prompt in the image workflow. 21. Variable assignment - ${season=!__season__} In ${season}, I wear ${season} shirts and ${season} trousers SDXL Prompt Styler is a node that enables you to style prompts based on predefined templates stored in a JSON file. Go to your FizzNodes folder ("D:\Comfy\ComfyUI\custom_nodes\ComfyUI_FizzNodes" for me) Run this, make sure to also adapt the beginning match with where you put your comfyui folder: "D:\Comfy\python_embeded\python. inputs¶ clip. Save File Formatting¶. bat and it’ll automatically update ComfyUI for you. The keyword BREAK causes the prompt to be tokenized in separate chunks, which results in each chunk being individually padded to the text encoder's maximum token length. Apr 11, 2024 · Set start to the first line you want to read from the prompt file. Command line option: --lowvram to make it work on GPUs with less than 3GB vram (enabled automatically on GPUs with low vram) Works even if you don't have a GPU with: --cpu (slow) Can load ckpt, safetensors and diffusers models/checkpoints. The CLIP Text Enode node first converts the prompt into tokens and then encodes them into embeddings with the text encoder. 9) , decreasing it. 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. Jinja2 Templates - Allows you to write prompts using Jinja2 templates. Magic Prompt - Employs a neural network to add relevant modifiers to your prompt. Jan 16, 2024 · While Prompt Travel is effective for creating animations, it can be challenging to control precisely. ComfyUI: batch run from command line with This video explores some little explored but extremely important ideas in working with Stable Diffusion - at the end of the lecture you will understand the r Command line option: --lowvram to make it work on GPUs with less than 3GB vram (enabled automatically on GPUs with low vram) Works even if you don't have a GPU with: --cpu (slow) Can load ckpt, safetensors and diffusers models/checkpoints. 0. comfy-cli is a command line tool that helps users easily install and manage ComfyUI, a powerful open-source machine learning framework. Navigate to the ComfyUI/custom_nodes/ directory. The proper term is prompt scheduling. Set boolean_number to 0 to continue from the next line. Otherwise it's Alternating Words How to Install Comfy UI on Windows, Mac, and Linux Install Comfy UI on Windows: Step 1. Number Counter node: Used to increment the index from the Text Load Line From File node, so it reads the next line each time the prompt is queued. adding random choices ¶ It is possible to let ComfyUI choose random parts of a prompt when it is queued up using the following syntax {choice1|choice2|} . If --listen is provided without an Apr 11, 2023 · You can't even control a normal prompt by making a bottle, or anything more emphasized over the rest of the prompt, making it essentially useless, even before the fact the weighting is causing bad image results. art. This output parameter provides the generated text prompt as a string. With comfy-cli, you can quickly set up ComfyUI, install packages, and manage custom nodes, all from the convenience of your terminal. The CLIP model used for encoding the Sorry for formatting, just copy and pasted out of the command prompt pretty much. The CLIP model used for encoding the Comfy runs in a client-server model. if we have a prompt flowers inside a blue vase and we want the diffusion model to empathize the flowers we could try reformulating our prompt into: (flowers:1. Save image node in ComfyUI Multiple LoRA’s Aug 1, 2023 · Combinatorial mode - will produce all possible variations of your prompt. force_fetch: Force the civitai fetching of data even if there is already something saved Jun 15, 2024 · neg_prompt_ The neg_prompt_ output parameter returns the processed negative prompt after stripping away unnecessary syntax. only its not great, at least not as good as intended and makes prompting a little less controllable as a result. Jul 9, 2023 · You signed in with another tab or window. ; FIELDS. This feature enables easy sharing and reproduction of complex setups. If you also want to update the Python dependencies along with ComfyUI, double-click on the update_comfyui_and_python_dependencies. pt. Joe points out three differences in his interface: the execution of a prompt resulting in an image, the addition of a note for instructional purposes, and the presence of the Comfy UI manager which is the focus of the tutorial. These a. 5] using the smz node or prompt control generated a dog for half the steps and a cat in the second half. Jul 22, 2023 · To get the workflow as JSON, go to the UI and click on the settings icon, then enable Dev mode Options and click close. 2) inside a (This syntax applies to AUTOMATIC1111 GUI. \python_embeded\python. Jinja2 templates for more advanced prompting requirements. Execute the listed commands one after the other. As I understand it from reading some of the papers, CLIP is indeed supposed to do these things. Set stop to the last line you want to read from the prompt file. The syntax is the same as in the ImpactWildcard node, documented here. I messed with the conditioning combine nodes but wasn't having much luck unfortunately. Embeddings/Textual inversion; Loras (regular, locon and loha) Hypernetworks prompt: Input prompt for the generator: seed: Seed value for the model: lock: Lock the generation and select from the last generated prompts with index value: random_index: Random index value in [1, 5]. Comfy. For Portable Installation of the ComfyUI. up and down weighting¶. Embeddings/Textual inversion; Loras (regular, locon and loha) Hypernetworks Stable Diffusion Prompt Syntax: Adjust Strength with and [] Technique: An alternative to direct weighting is using () and [] to adjust keyword strength. mode: Word swap: Word replacement. art) Magic Prompt - spices up your prompt with modifiers. txt" It is actually written on the FizzNodes github here Similar to NVIDIA, open your Command Prompt or Terminal. ComfyUI Command-line Arguments cd into your comfy directory ; run python main. exe -s -m pip install -r requirements. Sep 22, 2023 · This section provides a detailed walkthrough on how to use embeddings within Comfy UI. 5] You can use mklink to link to your existing models, embeddings, lora and vae for example: F:\ComfyUI\models>mklink /D checkpoints F:\stable-diffusion-webui\models\Stable-diffusion Prompt Editing [foo|bar|0. Embeddings/Textual inversion; Loras (regular, locon and loha) Hypernetworks Combinatorial Prompts - Iterates through every possible combination of random values in a prompt. ComfyUI is a simple yet powerful Stable Diffusion UI with a graph and nodes interface. pt embedding in the previous picture. 5] which is parsed as a schedule that switches from embedding to xyz. The server, written in Python, handles all the real work: data-processing, models, image diffusion etc. . These are examples demonstrating how to use Loras. Just to check, using their Combinatorial Text box, you just connect it to an existing CLIP Text Encode (Prompt) node? Cause that's what their example shows, and when i copied their json file, my Comfy UI handled it, but seperately, I can't connect the String output of their node to the Clip input of the CLIP Text Encode (Prompt) node. Standalone VAEs and CLIP models. It is a number between 0 and 1. It offers management functions to install, remove, disable, and enable various custom nodes of ComfyUI. So if I do [Caucasian: Asian: 0. However with advancements in models as we head into 2024, prompt engineering has undergone changes. If I wanted to keep making changes to the image above, I could just simply hit the 🎨 icon under the picture INPUT. Download Git: If not already installed, download Git from here. I'm Feeling Lucky - Uses the given prompt to download a related prompt from Lexica. We all know that prompt order matters - what you put at the beginning of a prompt is given more attention by the AI than what goes at the end. You can also load the example workflow by dragging the workflow file (workflow_example. Feb 23, 2024 · Step 2: Download the standalone version of ComfyUI. bat file instead. We will create a folder named ai in the root directory of the C drive under Windows and in the user Jan 29, 2024 · This paragraph explains how to navigate within the Comfy UI application, which the user would have opened using a batch file. The client, written in Javascript, handles the user interface. "#":"(prompt:`exp`)" where # is the keyframe (as a whole number), prompt is your prompt, and exp is your expression. Then close the comfy UI window and command window and when you restart it will load them. 7z, select Show More Options > 7-Zip > Extract Here. (translations. For instance, starting from frame 0 with “a tree during spring,” transitioning to “a tree during Oct 28, 2023 · Hey there! I want to use the Prompt Styles Selector node, but i can't figure out where to connect it to. E. ) You can mix two keywords. serve a ComfyUI workflow as an API. Oct 3, 2023 · Open a command prompt (Windows) or terminal (Linux) to where you would like to install the repo. Custom node for ComfyUI. It will evaluate the space each time and run the prompt, thus also evaluating tokens. 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. 1). Embeddings/Textual inversion; Loras (regular, locon and loha) Hypernetworks GitHub - s9roll7/animatediff-cli-prompt-travel: animatediff prompt travel. Here you can try any parameter name of any node. ComfyUI, like many Stable Diffusion interfaces, embeds workflow metadata in generated PNGs. Apr 15, 2023 · 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. Set start to the first line you want to read from the prompt file. To help with organizing your images you can pass specially formatted strings to an output node with a file_prefix widget. But here's the thing: This rule isn't about the whole prompt, but for each chunk. You can use it to connect up models, prompts, and other nodes to create your own unique workflow. Ready to create? Simply click Queue Prompt in the menu or use the keyboard shortcut Cmd+Enter (Mac) / Ctrl+Enter (Windows/Linux). json or workflow_example. This can be used for various purposes, such as generating new images, cataloging, or further analysis. ComfyUI-Manager is an extension designed to enhance the usability of ComfyUI. Mar 21, 2024 · Non-cherry-picked example of just adding ‘glasses’ to the prompt gave me this. The positive text prompt tells the model what features you want in the image and the negative text prompt tells the model what features you don’t want in the image. The negative prompt typically includes elements the user wishes to avoid in the generated image. If you face issues due to an unsupported GPU, utilize the provided override command. The syntax I've been using is: [subject1: subject2: ratio] Ratio is the percentage point/step at which the prompt transitions to the second part. Similar to the above find "VideoHelperSuite" and install that - its what helps you load videos and images into the workflow. Add useful nodes related to prompt. In the case of Fixed, the Wildcard Prompt is ignored, and the Populated Prompt becomes editable, allowing user editing. --show-completion: Show completion for the current shell, to copy it or customize the installation. ” The guide says, in regards to combine: “A new conditioning containing both inputs, later to be averaged by the sampler. why though? putting a lora in text, it didn't matter where in the prompt it went. Nov 23, 2023 · Prompt Syntax. Textual inversions can be referenced inside a prompt by use the following syntax: embedding:name where name is the name of the embedding file. exe -s -m pip install --upgrade transformers optimum optimum[onnxruntime-gpu] command. Detection algorithm: If it's three words and the last one is a number, it's Prompt Editing. Selecting your LoRA in the Load LoRA node in ComfyUI. This is the community-maintained repository of documentation related to ComfyUI, a powerful and modular stable diffusion GUI and backend. Reload to refresh your session. As long as the parameter has the same variable name defined in the prompt object they should work. Now it doesn't… In this example, we show you how to. For instance, (keyword) is equivalent to (keyword: 1. for reweighting), fill it with the content identical to Prompt 1. To address this, I've gathered information on operating ControlNet KeyFrames. Here, I'll provide a brief introduction to what Prompt ComfyUI will let you design and execute advanced stable diffusion pipelines using a graph / nodes / flowchart based interface. CLIPTextEncoderPromptToPropmt. foldername_keys - Comma separated string with sampler parameters to add to foldername. This article will briefly introduce some simple requirements and rules for prompt writing in ComfyUI. 3]: Uses foo for the first 30% of the steps and bar for the remaining steps Warning: This is incompatible with A1111! It uses | instead of : to avoid conflict with the embedding syntax of ComfyUI. Step 2. After the workflow has been setup with the Load LoRA node, click the Queue Prompt and see the output in the Save Image node. The syntax is [keyword1 : keyword2: factor] factor controls at which step keyword1 is switched to keyword2. Options:--install-completion: Install completion for the current shell. Text Prompts¶. so what's the point of it being in the prompt? When people share the settings used to generate images, they'll also include all the other things: cfg, seed, size, model name, model hash, etc. In Auto1111, SD processes the prompts in chunks of 75 tokens. When it is done, right-click on the file ComfyUI_windows_portable_nvidia_cu118_or_cpu. 0;> The ; is optional if there is only 1 parameter. ” Whereas average has the ability to set weights to each prompt prior to averaging. Clone Repository: Open Command Prompt and run: Jun 25, 2024 · Image To Prompt Output Parameters: prompt. You switched accounts on another tab or window. CLIP Text Encode (Prompt)¶ The CLIP Text Encode node can be used to encode a text prompt using a CLIP model into an embedding that can be used to guide the diffusion model towards generating specific images. ComfyUI Provides a variety of ways to finetune your prompts to better reflect your intention. If the value is enable, the index value is not used: index: User specified index value for selecting prompt from the generated prompts. Among other things this gives you the option to interpret the prompt weights the same way A1111 does things (something that seemed to be a popular request). It can be hard to keep track of all the images that you generate. 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? CLIP Text Encode (Prompt) node. I could never find a node that simply had the multiline text editor and nothing for output except STRING (the node in that screen shot that has the Title of, "Positive Prompt - Model 1"). Run the pip install --upgrade transformers optimum optimum[onnxruntime-gpu] command. For instance, the inclusion of "(hands)" in the negative prompt aims to address the issue of anime models creating an excess of hands. Jan 12, 2024 · This exploration will help you grasp the nuances of positive and negative text improving your skills in engineering. Jun 28, 2024 · SD Prompt Reader (SDPromptReader): Interpret prompts for Stable Diffusion models in ComfyUI framework, simplifying handling and processing of prompt data for AI art projects. Basic Syntax Tips for ComfyUI Prompt Writing. To keyframe a prompt, you need to format it correctly. 0;B=0. Example: Prompt 1 "cat in a city", Prompt 2 "dog in a city" 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). Comfy can also be used in API mode, in which a workflow is sent to the server by a non-Comfy client (such as another UI, or a command line In the case of Populate, when running the queue prompt, the text generated by the Wildcard Prompt will be entered into the Populated Prompt, and the Populated Prompt will be in a read-only state, where user input is not possible. Dec 19, 2023 · The CLIP model is used to convert text into a format that the Unet can understand (a numeric representation of the text). Should use LoraListNames or the lora_name output. - nkchocoai/ComfyUI-PromptUtilities Combinatorial Prompts - Iterates through every possible combination of random values in a prompt. You can also set the strength of the embedding just like regular words in the You signed in with another tab or window. The same applies to foldername_keys. g. An example of a negative prompt is presented below: Elements in Negative Prompts. For a complete guide of all text prompt related features in ComfyUI see this page. You can use {day|night}, for wildcard/dynamic prompts. Chinese Version Prompt Travel Overview Prompt Travel has gained popularity, especially with the rise of AnimateDiff. Automatic Sep 22, 2023 · The script details the process of using embeddings in Comfy UI by including them in the text prompt with a specific syntax that involves an open parenthesis, the name of the embedding file, a colon, and a numeric value indicating the strength of the embedding's effect. Download ComfyUI with this direct download link. To update comfyui-prompt-composer: open the terminal on the comfyui-prompt-composer folder; digit: cd custom_nodes; digit: cd comfyui-prompt-composer; digit: git pull; start/restart ComfyUI; Warning: before the update create a backup of the TXT files contained in the custom-list folders. urz cvc jbb kahfy ddleoz xjdpahs zoguf yxgmgeedt ktldr bvqng