Comfyui prompt batch. For batch processing, please use the Batch Loader node.

Comfyui prompt batch Closed sixex44 opened this issue Oct 27, 2023 · 9 comments That's the . Your prompts text file should be placed in your ComfyUI/input folder; Logic Boolean node: Used to restart reading lines from text file. Comfy doesn't really do "batch" modes, really, it just adds individual entries to the queue very quickly, so adding a batch of 10 images is exactly the same as clicking the "Queue Prompt" button 10 times. Install from ComfyUI Manager Type florestefano1975 on the search bar of ComfyUI Manager . The Batch Prompt Schedule ComfyUI node is the key node in this workflow, where Prompt Traveling actually happens. Each prompt is separated by a comma, and from the second seed onwards, it should follow the format seed:strength. Note that I started using Stable Diffusion with Automatic1111 so all of my lora files are stored within StableDiffusion\models\Lora and not under ComfyUI. That way we can put a list of 50-100 prompts or however many we want. This is useful when a specific latent image or images inside the batch need to be isolated in the workflow. up and down weighting¶. It outputs result, a STRING, which is (initially) the first line from lines with the format applied. txt (for demo 5c) new workflow out with Q8, NF4 compatible https://openart. I am new to ComfyUI and I am already in love with it. py. Explore Docs Pricing. Welcome to the unofficial ComfyUI subreddit. When doing txt2vid with Prompt Scheduling, any tips for getting more continuous video that looks like one continuous shot, without "cuts" or sudden morphs/transitions between You signed in with another tab or window. Seeing ComfyUI_000108 for filenames is not ideal. You can set the Queue's "extra options" -> "Batch count" to the number of files in the folder so that clicking Queue once will iterate through all the files sequentially. Load a file where each line = 1 prompt. Multiple output generation is added. Pressing the "Add to prompt" button will append additional_seed:additional_strength to the prompt. I believe it's due to the syntax within the scheduler node breaking the syntax of the overall prompt JSON load. the prompt gets parsed once and then you move on to the rest of the steps). The number of repeats. bat file used to start ComfyUI on a Windows machine with an nvidia gpu. It will swap images each run The BTPromptSchedule node, also known as the "[Book Tools] Prompt Batch Schedule," is designed to facilitate the scheduling and management of prompt batches within the Book Tools suite. It's a very useful ability and just what I was looking for to make using Stable Video Diffusion better. Instructions These nodes do need max_frames to match the number of latents in the batch. So I deleted the entire thing and started over. AnimateDiff, a In the seed_prompt, the first seed is considered the initial seed, and the reflection rate is omitted, always defaulting to 1. 6 stars. I've kindof gotten this to work with the "Text Load Line From File" custom node from WAS Suite. Does comfy support anything like this? Welcome to the unofficial ComfyUI subreddit. 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 batch of latent images to pick a slice from. com)) . either manually match the num_latents and max_frames or plug the latent output of the batch into the latent input of the alternate batch node (Latent Input). I want to load it into comfyui, push a button, and come back in several hours to a hard drive full of images. Load a large batch of external prompt . The Prompt Saver Node and the Parameter Generator Node are designed to be used together. I would love to know if there is any way to process a folder of images, with a list of pre-created prompt for each image? I am currently using webui for such things however ComfyUI has given me a lot of creative flexibility compared to what’s possible with webui, so I would like to know. - rsandagon/comfyui-batch-image-generation. This parameter is crucial for specifying the source batch. Reply reply Single prompt to The Repeat Latent Batch node can be used to repeat a batch of latent images. ComfyUI Manager: Recommended to manage curl -X POST --data @workflow. Batch Prompt Schedule not moving to the next prompt #22. A simple command-line, API-driven, batch-prompter for Batch read prompts from a folder. Check out an example here: Welcome to the unofficial ComfyUI subreddit. It enables creators to dynamically adjust text and ComfyUI & Prompt Travel. Even better than the JSON workflow files, images produced by ComfyUI have that JSON info embedded within each image. Next. They work exactly the same as the corresponding terms in A1111/SD. Reload to refresh your session. This workflow is . 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 Multiple output generation is added. Please help. Created 9 months ago. Custom Nodes for Comfyui. 5-Turbo. Comfy. But I have not seen a custom node The WF starts like this, I have a "switch" between a batch directory and a single image mode, going to a face detection and improvement (first use of the prompt) and then to an upscaling step to detail and increase image size (second use This comfyui node can automatic generate image label or prompt for running lora or dreambooth training on flux series models by fine-tuned model: MiniCPMv2_6-prompt-generator Above model fine-tuning based on int4 quantized version of I came up with a way using a custom node. inputs¶ samples. Supports batch processing; Automatically adjusts dimensions to maintain a Share and Run ComfyUI workflows in the cloud. Not saving the image generation with the prompt as a filename is strange to me. Want 10 images? Click that button till the Queue size is 10 (or select Extra options and put in 10 in Batch Latent From Batch¶ The Latent From Batch node can be used to pick a slice from a batch of latents. Click "queue prompt". If you use this for a batch, the whole batch is frozen at whatever the first chosen variable was. ) is the batch, so you can run multiple at the same time with different settings. Load Image Batch" Node to just specify a folder and then it repeats the chain on all the images Skip to content You set a folder, set to increment_image, and then set the number on batches on your comfyUI menu, and then run. I Prompt Schedules - FizzleDorf/ComfyUI_FizzNodes GitHub Wiki. Demo 5 - Model and Prompt. . Please keep posted images SFW. I would say to use at least 24 frames If one could point "Load Image" at a folder instead of at an image, and cycle through the images as a sequence during a batch output, then you could use frames of an image as controlnet inputs for (batch) img2img restyling, which I think would help with coherence for restyled video frames. PromptGenerator. Scheduled prompts, scheduled float/int values and wave function nodes for animations and utility. The node I used was the Value Created by: Stefano Flore: A suite of tools for prompt management. A demo of how we can generate several images in one batch, with each image having separate Prompts, using just two Nodes from the ComfyUI Inspire Pack and a My understanding is that with "batch count" you can specify how many prompts and with "batch size" it's how many simultaneously, but I've often wondered: what if you want to run four different prompts at once with batch size? Can it be done? ComfyUI - How to make 1 prompt influence 2 Ksamplers at the same time? comments. It helps get more results at a time. Sign in Click the Add Prompt button. The installation guides specific to your system will tell you which file to use. This node is particularly useful for AI artists who need to organize and execute multiple prompts in a structured manner. If I have missed something please explain / close issue. Click the install I liked the ability in MJ, to choose an image from the batch and upscale just that image. length I've been experimenting with batch generation and works fine with the Image Batch and Mask Batch of the WAS_Node_Suite. This plugin extends ComfyUI with advanced prompt generation capabilities and image analysis using GPT-4 Vision. compatable with a/framesync and a/keyframe-string-generator for audio synced animations in Comfyui. three example files are included in the download. I want to have a node that will iterate through a text file and feed one prompt as an input -> generate an image -> pickes up next prompt and do this until the prompts in the file are finished. Batch index counts from 0 and is used to select a target in your batched images Length defines the ammount of images after the target to send ahead. g. length: INT Text Prompts¶. r/MachineLearning Welcome to the unofficial ComfyUI subreddit. I've modified the encode method in ComfyUI/nodes. I think the intended workflow here is to just press several times on the Queue Prompt button. In 1111 using image to image, you can batch load all frames of a video, batch load control net images, or even masks, and as long as they share the same name as the main video frames they will be "🔢 Prompt Combinator Export Gallery" is a node that generates an . A new Face Swapper function. be/xfelqTfnnO8. Nothing in the prompt was followed. eg: batch index 2, Length 2 would send image number 3 and 4 to preview img in this example. if we have a prompt flowers inside a blue vase and we want the diffusion Using the Comfy image saver node will add EXIF fields that can be read by IIB, so you can view the prompt for each image without needing to drag/drop every single one. Misc Nodes. ICU. I had the best results with the mm_sd_v14. Choose text file. Interact - opens a debug REPL on the terminal where you ran ComfyUI whenever it is evaluated. It is automatically rescaled to match the dimensions of the first image if they differ. Skip to content. Contribute to FizzleDorf/ComfyUI_FizzNodes development by creating an account on GitHub. ; Set boolean_number to 0 to continue from the next line. However, after a recent update, I noticed the "got prompt" process has become extremely slow. Prompt Schedule Nodes. e. For images generated by SDXL and containing multiple sets of prompts, the text_g will be combined with text_l into a single prompt; Batch Read. It determines the initial position of the segment to be extracted from the batch. ; Number Counter node: Used to increment the index from the Text Load Line From File node, so it I want to to use the same prompt and upscaling on all textures in a folder. A new batch of latent images, repeated amount times can prettymuch be scaled to whatever batch size by repetition. Contribute to CavinHuang/comfyui-nodes-docs development by creating an account on GitHub. 1. SDXL Prompts. This can e. Comfy dtype Description; image1: IMAGE: The first image to be combined into the batch. The longer the animation the better, even if it's time consuming. That's great for the most simple requirements, but falls down for more complex setups. For batch processing, please use the Batch Loader node. There's even a section on how to mix Scheduled prompts, scheduled float/int values and wave function nodes for animations and utility. I didn't even go back to the nodes file. It creates a 4 x 4 grid based on model and prompt inputs from the files. 0. Input your batched latent and vae. The methodology works in the positive prompt for comfyui, but only if you do it one at a time, and it still doesn't seem entirely random. Set boolean_number to 1 to restart from the first line of the prompt text file. ball, it seems that every image in a batch end up with that same prompt (i. Hello, BatchPromptSchedule in Comfy UI is only running the first prompt, I had it working previously and now when running a json that did go through the scheduled prompts it will only use the first. images) "🔢 Pick Random Prompt from Prompt Combinator" is a node that picks a single random prompt from a Yes, at the bottom of the GUI you have scripts. 1:8188/prompt What if you want to send a different prompt? Well, you need to find the node with your prompt and replace the Here's a tutorial that uses the inspire pack to batch process a list of external prompts from a file and run it as a batch - https://youtu. ; The Prompt Saver Node will write additional metadata in the A1111 format to the output images to be compatible with any tools that support the A1111 format, including SD Prompt Reader and Civitai. 2 Major things missing from Comfy. Supports batch processing; Automatically adjusts dimensions to maintain a Welcome to ComfyUI Studio! In this tutorial, we're showcasing the 'Default Prompt Batch' workflow from our Ultimate Portrait Workflow Pack. Once I've amassed a collection of noteworthy images, my plan is to compile them into a folder and execute a 2x upscale in a batch. Maybe I will now. To use Prompt Travel in ComfyUI, it is recommended to install the following plugin: FizzNodes; It provides a convenient feature called Batch Prompt Schedule. It serves as the reference for the dimensions to which the second image will be adjusted if necessary. After borrowing many ideas, and learning ComfyUI. Your question I use batch count to generate 100 images at a time, using multiple different tabs for different generation before I go to bed. ltdrdata commented Dec 14, 2023. be used to create multiple variations of an image in an image to image workflow. This demo use the XY Index method. 1> I can load any lora for this prompt. py, So far I always had to make 4 new sampler combos to get 4 prompt variations, all running batch size 1 each. Please share your tips, tricks, and workflows for using this software to create your AI art. Created by: andiamo: A simple workflow that allows to use AnimateDiff with Prompt Travelling. (Make 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. And above all, BE NICE. Batch Prompt Schedule. 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). Belittling their efforts will get you banned. with a1111 I used a lot of externally generated prompt (usually around 4000 during the night). Static engines only support a single resolution and batch size. However, I'm pretty sure I don't need to use the Lora loaders at all since it appears that by putting <lora:[name of file without extension]:1. I think I have a reasonable workflow, that allows you to test your prompts and settings and Contribute to ali1234/comfyui-job-iterator development by creating an account on GitHub. Comfy dtype Description; image: IMAGE: The batch of images from which a segment will be extracted. Authored by laksjdjf. All reactions. Thanks. Contribute to FizzleDorf/ComfyUI_FizzNodes development by creating an account on When you drag an image to the ComfyUI window, you will get the settings used to create THAT image, not the batch. json http://127. The index of the first latent image to pick. The concatenation of the nodes, in any order and number, allows you to break down the prompt into portions that can be easily controlled with weights, or to disable some of them to perform tests. Now, transitioning to Comfy, my workflow continues at the 1280x1920 resolution. Is there some way to loop through the exact same prompt changing a single word each time? For example, if i had a prompt like so: "masterpiece, best quality, {x} haired {y} {z}, cinematic shot, standing The extra options from the control panel, from what I can see, have a batch count (no batch size) option; the only thing the option does, I think, is queueing up a number of batches of size 1 one after the other (basically the same thing as if I clicked on Learn about the RepeatLatentBatch node in ComfyUI, which is designed to replicate a given batch of latent representations a specified number of times, potentially including additional data like noise masks and batch indices. compatable with a/framesync and a/keyframe-string-generator for audio synced animations in The Batch Prompt Schedule designed for efficiency managing and scheduling complex prompts across a series of frames or iterations. Prompt Engineering; Models; Parameters; FAQ ; Resources This plugin extends ComfyUI with advanced prompt generation capabilities and image analysis using GPT-4 Vision. The whole diffusers library operates under the assumption that the first dimension of the various tensors (prompt, negative prompt, seeds, etc. html gallery to navigate the output of Prompt Combinator (prompts vs. A similar function in auto is prompt from Welcome to the unofficial ComfyUI subreddit. The batch of latent images that are to be repeated. Learn how to influence image generation through prompts, loading different Checkpoint models, and using LoRA. SDXL Models. You signed out in another tab or window. Navigation Menu Toggle navigation. You can check the generated prompts from the log file and terminal. A new Image2Image function: choose an existing Look for batch_size in the Empty Latent Image node. Hey all- I'm attempting to replicate my workflow from 1111 and SD1. How to use this workflow You can change the batch index to tweak the number of generations. A new Prompt Enricher function, able to improve your prompt with the help of GPT-4 or GPT-3. Copy link Owner. ai/workflows/bobylarcerteux/flux-q8-or-nf4v2-batch-upscale-4xultrasharp/6DaNWQasfV8bYWapRmgK first time Dynamic engines support a range of resolutions and batch sizes, specified by the min and max parameters. ) I call mine FormattedLineByIndex, and as inputs it takes a fmt, a STRING, and lines, a multiline STRING. Created by: OpenArt: What this workflow does This workflow can batch generate images instead of one at at time, by using the Latent From Batch node. E. If your Master the basics of Stable Diffusion Prompts in AI-based image generation with ComfyUI. When using the Batch Loader node for bulk reading, the preview image will not update, and the text box will only display the metadata of the last For the newest comfyui I am not sure. The prompt should be in the filename like Auto1111. image2: IMAGE: The second image to be combined into the batch. You switched accounts on another tab or window. Like if there was a filename pin What juancopi81's code allows is generating images in a batch with each having a different prompt. The node works like this: In this video, we show the transition between several prompts. outputs¶ LATENT. However, you can achieve the same result thanks to ComfyUI API and curl. I've been Luckily I found the simplest solution: Just link the Loadcheckpoint Node to Batch Prompt Schedule (Fizznodes), then directly to Ksampler like this, without any other nodes in between. This functionality is crucial for operations that require multiple instances of the same latent data, such as data augmentation or specific generative tasks. Is there a way to get it to randomize per-image just straight up put numbers in the end of your prompt :D working on an advanced prompt tutorial and literally just mentioned this XD its because prompts get turned into numbers by clip so adding numbers just changes the data a tiny bit rather than doing anything specific. comfyui节点文档插件,enjoy~~. The index is used to cross-join the model and prompt data from two files. txt. Batch-Condition-ComfyUI; ComfyUI Extension: Batch-Condition-ComfyUI. I've submitted a bug to both ComfyUI and Fizzledorf as I'm not sure which side will need to correct it. Extra options checkbox below "queue prompt" then you can tick the checkbox beside the slider to make it auto queue. This tool offers several key features: Batch reverse engineering of prompt tags; Saving prompt tags to files; Adding trigger words at the beginning of text; Using Florence 2 to generate prompt words such as flux, sd3 "🔢 Pick Random Prompt from Prompt Combinator" is a node that picks a single random prompt from a Prompt Combinator output See an example of gallery here , also a gallery with all embedded in a single html here . To use it, you fill lines with many lines of input and you use comfyui_tagger is a tool designed to streamline the process of generating and managing prompt tags for Stable Diffusion models. batch_index: INT: The starting index within the batch from which the extraction begins. (The basic trick could easily be applied to your own node. The batch count is under extra options in the menu. Set batch count would then generate that many images per line of prompt in your file. Join image batch - turns a batch of images into one tiled Share and Run ComfyUI workflows in the cloud. In 1111 using image to image, you can batch load all frames of a video, batch load control net images, or even masks, and as long as they share the A portion of the Control Panel What’s new in 5. to do it automaically you could use a number counter - convert it to Learn about the RepeatLatentBatch node in ComfyUI, which is designed to replicate a given batch of latent representations a specified number of times, potentially including additional data like noise masks and batch indices. amount. ComfyUI should start working on the prompts immediately, and you should see the results in your ComfyUI output folder in a few seconds/minutes (depending on your GPU hardware). Paste your workflow and modify it as needed. And then, adding a list of Prompts in a box will be helpful as well. How to increase batch size and batch count in comfyui? I want to make 100% use of my GPU and I want to get 1000 images without stopping. However, the other day I accidentally discovered this: comfyui-job-iterator (ali1234/comfyui-job-iterator: A for loop for ComfyUI (github. A lot of people are just discovering this technology, and want to show off what they created. batch_index. Then we can set it, set the batch amount and go to sleep while it generates. How would I hook it up so that I can read a bunch of files and iterate through them using a batch function. I have a text file full of prompts. Example. ; Due to custom nodes and complex workflows potentially causing issues with SD While AUTOMATIC1111 can generate images based on prompt variations, I haven’t found the same possibility in ComfyUI. ComfyUI Provides a variety of ways to finetune your prompts to better reflect your intention. However, there is not a way to handle batches of text inputs. ckpt AnimateDiff module, it makes the transition more clear. It includes the following components: Classes. I aim to replicate my previous approach of generating 10-20 images per prompt. 5 by using XL in comfy. You signed in with another tab or window. This will display the workflow editor. Nodes:CLIP Text Encode (Batch), String Input, Batch String. You will need the AnimateDiff-Evolved nodes and the motion modules. My comfyui for some reason became unstable and what ever I typed in my prompt, say a castle, i would get a nsfw image of a woman. Best performance will occur when using the optimal (opt) resolution and batch size, so specify opt parameters for your most commonly used resolution and batch size. If you solely Tired of making one image at a time in ComfyUI? This video will show you a super easy trick to batch process your text prompts in ComfyUI and create a whole I've been trying to do something similar to your workflow and ran into the same kinds of problems. I am wondering if the ability to [prompt_spaces] like on Auto1111 will be added to it. We demonstrate how you can create a short video depicting the change of seasons. The EXIF data won't capture the entire workflow but to quickly see an overview of a generated image, this is the best you can currently get. SDXL Model config. You can choose from 5 outputs with the index value. Updated 7 months ago. Heads up: Batch Prompt Schedule does not work with the python API templates provided by ComfyUI github. Also includes some miscellaneous nodes: of the input. This is because the structure of KSampler in ComfyUI already handles the encoded conditioning, so some ideas are A web application which manages batch image generation via ComfyUI API and websocket interfaces. bammilk zwgch zhstnz jmqwvd fvsufi qhthqlkw sklawm xloy kdrlqr mzvbcq