Comfyui multiple prompts

Comfyui multiple prompts. Some commonly used blocks are Loading a Checkpoint Model, entering a prompt, specifying a sampler, etc. By my original testing the results with negative embeds were a bit hit-and-miss and decided to keep the comfy extension simple and ultimately I did not include the option here. Examples of such are guiding the process towards Dec 19, 2023 · In the standalone windows build you can find this file in the ComfyUI directory. Definitely the width on your resolution. Apr 22, 2024 · 1️⃣In ComfyUI, double-click on the blank workspace to bring up the Search Nodes toolbar, and type “eff”. RegionalSampler - This node performs sampling using a base sampler and regional prompts. Create animations with AnimateDiff. inputs¶ samples. The node also effectively manages negative prompts. Sampling by the base sampler is executed at each step, while sampling for each region is performed through the sampler bound to each region. Let’s get started! Hi and welcome to the channel! The Parameter Extractor Node is an extension of the Prompt Reader Node, designed to retrieve the values of all parameters in the settings (including those parameters that the Prompt Reader Node cannot output). That's how the prompt adherence function works. So, I wanted some way to programmatically cycle through a set of prompts and through all desired parameter values, queue it all for the night and come back in the morning to finally pick good pictures out of hundreds. amount. There are other advanced settings that can only be Make sure you have selected the correct lora_name parameters in Load Lora node and trigger words in the Text Prompt node. ComfyUI Provides a variety of ways to finetune your prompts to better reflect your Aug 22, 2023 · Set batch size to 100 and click "queue prompt". Im pretty sure WAS has a replace text node which allows you to search through a string and replace parts of it using keyword targeting. There is no API that can help to know about ComfyUI job queue Oct 12, 2023 · If you have ComfyUI running for an extended period of time, it will begin producing errors after the KSampler step because it has exceeded Python's maximum recursion depth. Load Prompts From Dir (Inspire): It sequentially reads prompts files from the specified directory. pt extension): There are two options. Works pretty well for testing prompts. The Repeat Latent Batch node can be used to repeat a batch of latent images. Features. Recommended Workflows. all the other info will also be in there. Try the XY Input: Prompt S/R from Efficiency Nodes. Prompt Queue - Queue up multiple prompts without waiting for them to finish first. Jun 25, 2023 · Experiment. txt. Use English parentheses and specify the weight. png) onto ComfyUI. Locate the function. You can use (prompt) to increase the weight of the prompt to 1. json in the rgthree-comfy directory. yaml and edit it with your favorite text editor. Since Free ComfyUI Online operates on a public server, you will have to wait for others's jobs finish first. Use Your Existing Workflows - Import workflows you've created in ComfyUI into ComfyBox and a new UI will be created for you. Maybe values content should target a field by name. LoRA and prompt scheduling should produce identical output to the equivalent ComfyUI workflow using multiple samplers or the various conditioning manipulation nodes. x and SDXL. Jan 19, 2024 · You can send multiple reference images and multiple negative images. 4. All conditionings start with a text prompt embedded by CLIP using a Clip Text Encode node. That's the one I did. Run ComfyUI workflows on multiple local GPUs/networked machines. is there a way to call out the full . The thing is that for more complex prompts and multiple prompts / CLIP encoders setup we'd be quickly flooded with nodes. For the final 1 or 2 steps I remove all negative prompts. You can get to rgthree-settings by right-clicking on the empty part of the graph, and selecting rgthree-comfy > Settings (rgthree-comfy) or by clicking the rgthree-comfy settings in the ComfyUI settings dialog. SD Prompt Basics. Too much and you get side by side people. Save your changes to the file. It's hard to identify the prompt job's status. Allows for more detailed control over image composition by applying different prompts to different parts of the image. (Non-cherrypicked random batch, default parameters, real results should be better if tuned) (this example uses default style and Fooocus V2 style) Plush-for-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. My ComfyUI workflow was created to solve that. oohh im looking for somthing similar!! i hace diferrents models, one of me and one of my girlfrien and i want to use the 2 modeles in one prompt. Load a file where each line = 1 prompt. Includes the most of the original functionality, including: Combinatorial mode - will produce all possible variations of your prompt. Then 50% of the steps with the styling + subject ( applying FreeU), then the rest of the steps upto the final 2 without FreeU. The prompt in both txt2img and adetailer can be changed according to what the project need. Nodes: Remote images, Local Remote control. . Repeat. Today’s tutorial will guide you through creating a workflow to apply watermarks to images using ComfyUI. This task can be accomplished in several ways, each offering a unique appr Guess you're right, it works well on a 768x1024. However, the prompt is also selected using the same seed (if the random prompt generator is used). The animal I want to be chosen randomly from a list I provide for each image. The images above were all created with this method. Img2Img ComfyUI workflow. 2 days ago · There are five methods for multiple subjects included so far: Latent Couple. Here's a list of example workflows in the official ComfyUI repo. 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. A new batch of latent images, repeated amount times Have a series of copies of your positive prompts with just the description of the subject changed each feeding in to its own advanced Ksampler. Heads up: Batch Prompt Schedule does not work with the python API templates provided by ComfyUI github. Jul 9, 2023 · is there a way to use dynamic prompts (wildcards) like in the WebUI, having a text file with prompts on them and every loop it picks one? i know we can do {red|green|blue} but what if i have 100+ prompts per file. (flower) is equal to (flower:1. Advanced Functions. Use (prompt:weight) Example: (1girl:1. In many cases, text is faster to edit (with autocompletion or text editors). 2. Note that this is different from the Conditioning (Average) node. 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]. Because the /history API is unable to identify the prompt job, it is waiting for processing or doesn't exist. Users of ComfyUI are more hard-core than those of A1111. It is possible to let ComfyUI choose random parts of a prompt when it is queued up using the following syntax {choice1|choice2|}. pt extension): second pass upscaler, with applied regional prompt 3 face detailers with correct regional prompt, overridable prompt & seed 3 hands detailers, overridable prompt & seed all features optional, mute / unmute the output picture to activate, or switch the nodes to get the wanted input preview of the regions, detected faces, and hands Nodes for LoRA and prompt scheduling that make basic operations in ComfyUI completely prompt-controllable. 1 times the original. The closest thing to what I want is Prompt Travel but I'm not sure. Individual nodes can be chained together in any order. I also use it for testing embedding strengths. What's more, I "generate" a text of list of LoRA Think Diffusion's Stable Diffusion ComfyUI Top 10 Cool Workflows. However, I'm pretty sure I don't need to use the Lora loaders at all since it appears that by putting Aug 11, 2023 · SDXL Prompt Styler is a node that enables you to style prompts based on predefined templates stored in multiple JSON files. stable. Rename this file to extra_model_paths. json or workflow_example. Here are the methods to adjust the weight of prompts in ComfyUI: 1. I've been playing with ComfyUI for about a week and I started creating these really complex graphs with interesting combinations of graphs to enable and disable the loras depending on what I was doing. 1). The "noise" option in the comfyui extension is actually based on that concept. Using Fooocus can resolve this to some extents. There is multiple wildcard nodes. However, the difference is that a random prompt is also generated using the chosen seed (if the prompt generator is used). If you find situations where this is not the case, please report a bug. First 2 steps is the subject without the style words. Mar 17, 2023 · I found that for some reason, non-multiline strings need to come before multiline strings, for some reason. From my testing, this generally does better than Noisy Latent Composition. 0 includes the following advanced functions: Aug 30, 2023 · Question 2 - I want to have a text prompt that says a mouse {in the room | in grass | in a tree} and be able to reuse that so that the choice is "fixed" across the graph when it is referenced, and concatenate that into other prompts like {sunny day|late evening} etc. The recommended way to install this extension is by using the ComfyUI Manager. Reply. Award. Note that mixing multiple IP-Adapters is likely to cause lower result quality in ComfyUI/A1111. Yes there is one that takes prompts from a folder and a file The first prompt is "face portrait of a girl, blonde hair, diaphanous armor, (same person, character sheet, multiple views:1. Yes, you heard it right. I'm searching for a way to produce images one by one. Download workflow here: Multiple LoRAs. I'm trying to use a wildcard on Random Prompts from a list with 100 scene ideas, I noticed that some scenes repeat a lot more than others, is there a way to iterate over each without repeating? Prompt like this: a cartoon of a scene, etc. Many optimizations: Only re-executes the parts of the workflow that changes between executions. After Extension: comfyui-prompt-composer. Please keep posted images SFW. We’ll explore the different layout options for watermarks, how to blend images, and the efficient processing of watermarks. . cup) to obtain the mask of the person holding the cup, but GroundingDino outputs the masks of the person and the cup separately. Welcome to the unofficial ComfyUI subreddit. Authored by city96. Fully supports SD1. Or if you're satisfied with one and want to keep working on the other, you could disconnect the Image lead at the end of the workflow so that it only generates the other image. Multiple LoRA’s. I have 50 prompts and I want ComfyUI to create 50 images, 1 image for each prompt in the right order, so I can't use XY Plot or Wildcard or Dynamic Prompt for this. ControlNet Depth ComfyUI workflow. I've submitted a bug to both ComfyUI and Fizzledorf as I'm not sure which side will need to correct it. \(1990\). Too high on the height and you get multiple heads. SDXL Default ComfyUI workflow. Actual result: Time required to queue items grows with the length of the queue. Dec 13, 2023 · I use the prompt word (human. The output it returns is ZIPPED_PROMPT. If the value is enable, the index value is not used: index: User specified index value for selecting prompt from the generated prompts. Yes, you can use WAS Suite "Text Load Line From File" and pass it to your Conditioner. To use a textual inversion concepts/embeddings in a text prompt put them in the models/embeddings directory and use them in the CLIPTextEncode node like this (you can omit the . I want to have 100 images, each with their number in the name. Asynchronous Queue system. A suite of tools for prompt management. 11. I tried: {item1|item2} or line breaks: item1 item2 Either way it's not working. The Evolution of Prompt Engineering. The node specifically replaces a {prompt} placeholder in the 'prompt' field of each template with provided positive text. I have a slower GPU (RX 5700XT) so I leave ComfyUI running 24/7 Aug 12, 2023 · Can anyone tell me if this is something that ComfyUI can do? Example Prompt: A color animal. This can e. Example: (1girl) Increase Weight Shortcut Keys. Combining nodes helps the user sequence strings for prompts, also creating logical groupings if necessary. The two-part layout is really cool, and the ability to quickly access Civ AI pages for models and checkpoints is a big plus. After understanding all the basic nodes and operations of ComfyUI, you should be able to use ComfyUI to generate images. The Batch Prompt Schedule in ComfyUI is a powerful node designed for efficiently managing and scheduling complex prompts across a series of frames or iterations. 2️⃣From the search results, add the “Efficient Loader” node. Connect the SETTINGS of the Prompt Reader Node to the settings of the Parameter Extractor Node This is an experimental attempt in order to avoid "same face"/copypaste effect of having multiple subjects. Jan 12, 2024 · Open up the file using a text editor or a code editor such, as Visual Studio Code. To use brackets inside a prompt they have to be escaped, e. Conditioning (Combine) The Conditioning (Combine) node can be used to combine multiple conditionings by averaging the predicted noise of the diffusion model. Or you can just have the old-fashioned single prompt box. If the seed is set to a number greater than -1: The process is similar to the second point in the previous section. But it will not produce this kind of picture alone. Scroll down to the class ClipTextEncode section. Sep 26, 2022 · Yes, at the bottom of the GUI you have scripts. For example, on A1111 webui, I use find-and-replace feature in VSCode for automatically replacing multiple LoRA weights at once. This approach allows selective attention coupling at relevant layers without having to recompute the entire UNet multiple times for different prompts, leading to 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. Inspect currently queued and executed prompts. outputs¶ LATENT. Using only brackets without specifying a weight is shorthand for ( prompt :1. Extension: ComfyUI_NetDist. These conditions can then be further augmented or modified by the other nodes that can be found in this segment. json. Open it in Oct 8, 2023 · Example: Multiple Images without Text Prompts. Implements some of the most popular img2txt models on HF into ComfyUI nodes. Installation. SDXL Prompt Styler is a node that enables you to style prompts based on predefined templates stored in a JSON file. Set batch count would then generate that many images per line of prompt in your file. By leveraging ComfyUI WITH Multi ControlNet, creatives and tech enthusiasts have the resources to produce May 11, 2024 · ComfyUI will then combine the checkpoint model and the LoRA model to create an image that reflects the specified prompts and incorporates the modifications introduced by the LoRA. The prompt for the first couple for example is this: Sep 14, 2023 · Let’s start by saving the default workflow in api format and use the default name workflow_api. Uses questions/conditional-prompts to get descriptions that are suited for being fed back into a txt2img node. It enables creators to dynamically adjust text and parameters over time, allowing for detailed control in animation and other time-based media projects. But some of these have the Create Prompt Variant node included. One of the best parts about ComfyUI is how easy it is to download and swap between workflows. Multiple LoRAs 🧩🧩 Welcome to the unofficial ComfyUI subreddit. Introduction AnimateDiff in ComfyUI is an amazing way to generate AI Videos. Try this sample workflow which uses the WAS node suite plugin to load prompts directly from any text file and execute them sequentially. The batch of latent images that are to be repeated. ControlNet Workflow. Jun 12, 2023 · CR Integer Multiple; CR Clamp Value (new 29/12/2023) CR Math Operation (new 31/12/2023) SeargeDP/SeargeSDXL - ComfyUI custom nodes - Prompt nodes and Conditioning Dec 28, 2023 · When deploying multiple ComfyUI instances with Docker environment and load balancer. Sends a system notification via the browser when the node is executed, either after each prompt or only when the queue is empty for queuing multiple prompts. Apr 8, 2024 · CombineRegionalPrompts - Combine multiple REGIONAL_PROMPTS to create a single REGIONAL_PROMPTS. Prior, to the return statement add a breakpoint by entering breakpoint ()`. I open up the browser interface, and hit "queue prompt" there to test, and I get another "got prompt" on the cmd and the "queue size" counter goes ADHD brain says thanks! Yesss! You can use wild cards extension with permutations. It’s a game-changer for keeping things organized and easy to access. Here outputs of the diffusion model conditioned on different conditionings (i. 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. Nodes/graph/flowchart interface to experiment and create complex Stable Diffusion workflows without needing to code anything. Each set of 10 I want to have a different color from a list I provide. Lower the resolution and if you gotta go wide screen, use outpainting or the amazing photoshop beta. In ComfyUI Conditionings are used to guide the diffusion model to generate certain outputs. Mar 7, 2024 · 🖼️ Adding Watermarks to Images in ComfyUI. ComfyUI breaks down a workflow into rearrangeable elements so you can easily make your own. OAI Dall_e 3: Takes your prompt and parameters and produces a Dall_e3 image in ComfyUI. pt extension): Installing ComfyUI. Extension Support - All custom ComfyUI nodes are supported out of the box. However, the effect of the generated image might not be what you want. Next create a file named: multiprompt_multicheckpoint_multires_api_workflow. e. Merging 2 Images together. Edit: but it appears the values are swapped for some reason, and then ComfyUI also puts the default prompt into the key field instead of the text field. Installation: Jan 12, 2024 · The inclusion of Multi ControlNet in ComfyUI paves the way for possibilities in image and video editing endeavors. ComfyUI can also add the appropriate weighting syntax for a selected part of the prompt via the keybinds Ctrl + Up and Ctrl + Down. That's great for the most simple requirements, but falls down for more complex setups. g Nov 8, 2023 · Set "batch" in the latents node you're feeding into your ksampler to >1 and it'll generate in parallel. (Note, settings are stored in an rgthree_config. Contribute to zhongpei/Comfyui_image2prompt development by creating an account on GitHub. Unlike other Stable Diffusion tools that have basic text fields where you enter values and information for generating an image, a node-based interface is different in the sense that you’d have to create nodes to build a workflow to generate images. Github View Nodes. In that case, you need to resort to Free ComfyUI Online allows you to try ComfyUI without any cost! No credit card or commitment required. Your image output / preview node will have a little icon to view more the next image from the batch. In this Guide I will try to help you with starting out using this and Aug 17, 2023 · With multiple prompts and multiple samplers connected to the same model, you could generate multiple images in the same go. You can construct an image generation workflow by chaining different blocks (called nodes) together. This node supports SD1. Sample (and still relatively simple) prompt from A1111: Oct 8, 2023 · Loading LoRAs via text prompt. image to prompt by vikhyatk/moondream1. so I CAN get image with her !! do yopu have de answer? maybe is train the model with only photos Defining the position of our prompt on an image is a crucial aspect of AI imaging. This ensures a focus on the thing I want to see. They experiment a lot. 1) 2. A port of the SD Dynamic Prompts Auto1111 extension to ComfyUI. The "Attention Couple" node lets you apply a different prompt to different parts of the image by computing the cross-attentions for each prompt, which corresponds to an image segment. if we want ComfyUI to randomly select one of a set of colors we can add the following to our prompt: {red|blue|yellow|green}. Repeat as many times as you want to generate a series of A great tutorial for folks! I don't know if you plan to do a tutorial on it later but explaining how emphasis works in prompting and the difference between how ComfyUI does it vs other tools like Auto1111 would help a lot of people migrating over to Comfy understand why their prompts might not be working in the way they expect. Hires upscaler; More Information. For instance "bill gates with a {gun|knife|prostitute|ariana grande} would yield you 4 different images that would get you banned from dalle 3. Mar 20, 2024 · ComfyUI is a node-based GUI for Stable Diffusion. Then have the output of the first image generated feed in as the latent image used in the next Ksampler (Or as many of them as you'd like). To use this custom node (located within the 'utils' submenu), simply connect your positive prompt to it, which will then output the joined prompt. It's simply using adetailer and dynamic prompt extension to create a group people with different clothing/expressions. 1), e. Prompt Builder. Please share your tips, tricks, and workflows for using this software to create your AI art. You can also load the example workflow by dragging the workflow file (workflow_example. Upscaling ComfyUI workflow. I believe it's due to the syntax within the scheduler node breaking the syntax of the overall prompt JSON load. Belittling their efforts will get you banned. This is pretty standard for ComfyUI, just includes some QoL stuff from Feb 24, 2024 · ComfyUI is a node-based interface to use Stable Diffusion which was created by comfyanonymous in 2023. 5 and incorporates various features such as Checkpoint, VAE, Clip Skip Layer, LoRA, prompts, latent width, and batch size. py. Use English parentheses to increase weight. For instance, you may want to create an anime-style image, but the result is a realistic one. Aug 1, 2023 · Details. Setting CFG to 0 means that the UNET will denoise the latent based on that empty conditioning. Table of contents. The number of repeats. The other is to make a wildcard directory within your ComfyUI installation. One is to create a wildcard directory within the same directory as the dynamic prompt custom node from GitHub. You can use a (very simple) prompt builder to quickly switch between your three most used types and styles of image for the positive prompt, and your three most used prompts for negative prompts. ComfyUI’s Comfy Space is like the ultimate organizer for managing workflows and models in ComfyUI. Answered by ltdrdata Jul 9, 2023. Dynamic prompts also support C-style comments, like // comment or /* comment */. How to merge these two masks together and output a mixed mask？ Mar 17, 2024 · March 17, 2024. Raising CFG means that the UNET will incorporate more of your prompt conditioning into the denoising process. E. e. you can open up any image generated by comfyui in notepad, scroll down and the prompts that were used to generate the image will be in there, not far down, your originally used prompts may have been changed by comfyui though. Mar 19, 2023 · Tried the "api example": I can read multiple "got prompt" on cmd but no execution at all. Specify the directories located under ComfyUI-Inspire-Pack/prompts/ One prompts file can have multiple prompts separated by ---. I made a wildcard directory right there with ComfyUI next to the python code main. Aug 27, 2023 · SDXL Prompt Styler is a node that enables you to style prompts based on predefined templates stored in multiple JSON files. be used to create multiple variations of an image in an image to image workflow. When processing large numbers of images. Thank you. It will sequentially run through the file, line by line, starting at the beginning again when it reaches the end of the file. So you can iterate over all possibilities of a wildcard. x, SD2. This detailed manual presents a roadmap to excel in image editing spanning from lifelike, to animated aesthetics and more. Extension: WAS Node Suite A node suite for ComfyUI with many new nodes, such as image processing, text processing, and more. Expected result: Adding items to the front or back of a queue should be a linear-time operation, so the time required to queue items should not be affected by the size of the queue. To use {} characters in your actual prompt escape them like: \{ or \}. The whole workflow is needed to apply different ControlNet and regional prompts. Share and Run ComfyUI workflows in the cloud. Jun 3, 2023 · Now ComfyUI supports, ConditioningSetTimestepRange. #1686. - christi 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. After the workflow has been setup with the Load LoRA node, click the Queue Prompt and see the output in the Save Image node. [WIP] Repeater Node allows you to either create a list of N repeats of the input node, or create N outputs from the input node. Then, queue your prompt to obtain results. Fancy-Road-8199. •. on a portrait mode. "Negative Prompt" just re-purposes that empty conditioning value so that we can put text into it. 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. all parts that make up the conditioning set batch size to 3, then go to xyz plot in scripts and choose whichever checkpoints you want to run. g. And above all, BE NICE. AP Workflow 4. Prompt Support - These are nodes for supporting prompt processing. A lot of people are just discovering this technology, and want to show off what they created. Choose text file. 15), looking at viewer, white background". Utilize the default workflow or upload and edit your own. 1. uy an il ev zg zv gd dw sh fa