Comfyui prompt weight

Comfyui prompt weight. 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]. Save your changes to the file. Using only brackets without specifying a weight is shorthand for ( prompt :1. If you are not using any other features of the Timestep Keyframe node, you can also skip it by connecting the TIMESTEP_KEYFRAME output of the ControlNet Weights nodes to Aug 12, 2023 · This tutorial is for first timers and possibly even old hands at prompting, my aim is to teach you about how to make the most of your prompts. To use this custom node (located within the 'utils' submenu), simply connect your positive prompt to it, which will then output the joined prompt. Share and Run ComfyUI workflows in the cloud. The output it returns is ZIPPED_PROMPT. comfy: the default in ComfyUI, CLIP vectors are lerped between the prompt and a completely empty prompt. Extension: wlsh_nodes Nodes: Checkpoint Loader with Name, Save Prompt Info, Outpaint to Image, CLIP Positive-Negative, SDXL Quick Empty Latent, Empty Latent by Ratio, Time String, SDXL Steps, SDXL Resolutions 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. 打开面板后，选择加载模型，在面板的使用方式：完成输入使用@ 自动补全。. Don't use the 'LoadLoraModelOnly' node, use 'Load Lora' node and connect the clip node. 9) : (A : 0. For example, we can adjust the weight of the keyword dog in the following prompt Prompt Support - These are nodes for supporting prompt processing. So for example image A is used as 70% of the image prompt and image B only 30%? I saw a previous issue about prompt conversion in Issue-1859. prompt_4 STRING. Series'>" : strength_model = strength_model [1] This makes the strength of the lora match the prompt travel and allows the Prompt Travel to work with the Lora I realize one shouldn’t go that high with the multiplier. Nested loops multiply the weights inside them, e. ComfyUI Workflows: Text-to-Image 🖼️. Warning: update command overwrites files modified and customized by users. high clip strength makes your prompt activate the features in the training data that were captioned, and also the trigger word. Getting this: Prompt outputs failed validation. start/restart ComfyUI. ComfyUI can also add the appropriate weighting syntax for a selected part of the prompt via the keybinds Ctrl + Up and Ctrl + Down. 1) in ComfyUI is much stronger than (word:1. I'm Feeling Lucky - Uses the given prompt to download a related prompt from Lexica. Here's the same prompt/seed weighted Sep 4, 2023 · In this video, we will introduce the Lora Block Weight feature provided by ComfyUI Inspire Pack. NOTE: Maintainer is changed to Suzie1 from RockOfFire. Jul 24, 2023 · Square brackets and parentheses are used for adjusting the weight of the contained words: Surrounding words with [square brackets] will decrease their impact on the image. Custom nodes for SDXL and SD1. Perfect fo Oct 8, 2023 · In other software like A1111/ComfyUI/InvokeAI, the IP-Adapter still has some open problems like ignoring text prompts, or over-burned results when multiple images are used. Weights feel so much more different in ComfyUI. 0 seconds: D:\ComfyUI\ComfyUI\ComfyUI\custom_nodes\sdxl-recommended-res-calc The AI gives more attention to what comes first in each chunk. 0. web: https://civitai. "ComfyUI prompt control" is the custom node pack with LoRAScheduler, the GitHub page describes the syntax to use Reply reply LoRA weight order Prompt weighting. 🌟 Let's dive in! 2. Category. Two nodes are selectors for style and effect Jul 31, 2023 · Welcome to this comprehensive tutorial where we delve into the fascinating world of Pix2Pix ControlNet or Ip2p ConcrntrolNet model within ComfyUI. #472. 5 starts to break. prompt_1 STRING. I show a few of Extension: ComfyUI-IF_AI_tools Various AI tools to use in Comfy UI. 0 to 3. When you launch ComfyUI, the node builds itself based on the TXT files contained in the custom-lists subfolder, and creates a pair for each file in the node interface itself, composed of a selector with the entries and a slider for controlling the weight. face-swapping stable-diffusion stable-diffusion-webui comfyui. Aug 3, 2023 · Basically, I would be combining both manual XY entries so that I can see the variation in LoRA epoch and LoRA strength. 5 and SDXL. Step 3: Download a checkpoint model. 1937 64 bit (AMD64)] ** Python executable: K:\ComfyUI\ComfyUI\venv\Scripts\python. 9 weights might only make minor differences in A1 compared to larger changes in comfy. #1686. By default ComfyUI does not interpret prompt weighting the same way as A1111 does. For the prompt weight variables (ie: pw_a ), it needs to have backticks as that is what is being parsed by regex. Step 1: Install 7-Zip. 5 weight i get a 3d animation with chinese style But with comfyui I only get a 3d mickey animation OR a chinese mickey painting. GPL-3. Step 2: Download the standalone version of ComfyUI. Authored by florestefano1975 Take anything I say with a pinch of salt, and other better informed people may correct me, but my understanding is that: higher model strength makes generated images look more like training images. com/BlenderNeko/ComfyUI_ADV_CLIP_emb; Contains a node that lets you set how ComfyUI should interpret up/down-weighted tokens. 50 seconds diffusion_model. To do this, you can use the following simple syntax: Append + to a word to increase its importance, -to decrease it: Mainly because 20 steps is way too low for dpmpp_3m_sde_gpu. 5) inside a blue vase flowers end up with a weight of 0. I think the noise is also generated differently where A1111 uses GPU by default and ComfyUI uses CPU by default, which makes using the same seed give different results. prompt_3 STRING. 2). You are working with a workflow that is created before 4/9 when Matteo added support for both SD1. 8, Hires May 3, 2023 · In Automatic1111, the ControlNet is applied with the following parameters: Control Weight = 1. Installing ComfyUI on Mac M1/M2. Dec 7, 2023 · Using only brackets without specifying a weight is shorthand for (prompt:1. Is far more capable, but weights are tighter. positive: more weight. To update comfyui-prompt-composer: open the terminal on the ComfyUI installation folder. 2) needs to be converted to (floating hair: 1. 0 seconds: D:\ComfyUI\ComfyUI\ComfyUI\custom_nodes\cg-prompt-info 0. V2: It is more capable on both ends of the spectrum but the range Nov 9, 2023 · Make sure you update ComfyUI to the latest, update/update_comfyui. I've been using the solution from Advanced CLIP Text Encode but even using that I can't get the same results. up and down weighting¶ 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). Readme. Aug 7, 2023 · In my case 'convert_diffusers_sdxl_lora_to_webui. Encode your prompt using "length+mean" token_normalization with "A1111" weight_interpretation, set the Noise Control Script node's rng_source to "gpu", and turn the cfg_denoiser to true. ComfyUI CSV Loader. In most cases, to reduce the impact of over cooking, a weight gradient would look like this: [ (A : 0. digit: git pull. \(1990\). Right-click to use on node, Text-to-Text by Mixlab. art. Apr 27, 2023 · When I try to generate an image using this model, I get the following log: got prompt Global Step: 300167 making attention of type 'vanilla' with 512 in_channels Working with z of shape (1, 4, 32, 32) = 4096 dimensions. One Button Prompt has a prompt generation node for beginners who have problems writing a good prompt, or advanced users who want to get inspired. You can further increase/decrease the weight by adding (((more))) pairs, or explicitly specify a weight value (like this:1. 11. Apr 28, 2024 · Use llama. If the value is enable, the index value is not used: index: User specified index value for selecting prompt from the generated prompts. Compel up-weights the same as comfy, but mixes masked embeddings to accomplish down-weighting (more on this later). How to use. The little grey dot on the upper left of the various nodes will minimize a node if clicked. Specify the directories located under ComfyUI-Inspire-Pack/prompts/ One prompts file can have multiple prompts separated by ---. log. What's more, I "generate" a text of list of LoRA SD Prompt Basics. [w/Using an outdated version has resulted in reported issues with updates not being applied. That's how the prompt adherence function works. Authored by if-ai Jan 18, 2024 · INFO:comfyui-prompt-control:Use STYLE:weight_interpretation:normalization at the start of a prompt to use advanced encodings INFO:comfyui-prompt-control:Weight interpretations available: comfy,perp INFO:comfyui-prompt-control:Normalization types available: none A deep dive into how Clip Text Encode works in ComfyUI for Stable Diffusion, analyzing tokens, conditioning, and prompt engineering best practices. Jinja2 Templates - Allows you to write prompts using Jinja2 templates. Allows you to access positive/negative prompts associated with a name. Raising CFG means that the UNET will incorporate more of your prompt conditioning into the denoising process. Magic Prompt - Employs a neural network to add relevant modifiers to your prompt. -3 to 3 for best results. Starting Control Step = 0. 1 in my experience. middle I want to make a prompt that uses interchangeably and randomly in the same generation two different words or more, for example (cat/dog:0. Using only brackets without specifying a weight is shorthand for (prompt:1. factor is a value such that less than 1 means less important and larger than 1 means more important. The Evolution of Prompt Engineering. 5, is this way correct? Where is an easy to understand and detailed prompt control guide to see? Jan 24, 2024 · ComfyUI Extension: Comfyroll Studio. Trying to reinstall the software is advised. Every 75 tokens, you get a peak of attention. Control Mode = My prompt is more important. png) onto ComfyUI. 1 and 1 doesn't matter but above 1 it will change the result. For text tokens the weight between 0. This shouldn't affect anything, but increases performance slightly. then 'Lora keys not loaded' and 'missing Clip blah blah' will disappear and Lora works well. Not the exact same picture but the same amount of details, colors, depth etc. in the prompt ((flowers:1. ComfyUI can also add the appropriate weighting syntax for a selected part of the prompt via the keybinds Ctrl+Up and Ctrl+Down. They experiment a lot. Step 4: Start ComfyUI. Input @ to invoke local LLM for completion. Step 1: Install HomeBrew. Individual nodes can be chained together in any order. 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. To navigate the canvas, you can either drag the canvas around, or hold ++space++ and move your mouse. e. ComfyUI Prompt Composer. 75. 7 (tags/v3. 5 to -0. Activity. Let's begin with the simplest case: generating an image from text. 12) Extension: comfyui-prompt-composer. Example Prompt: A mushroom with windows and doors,the (chimney is smoking:1. Setting CFG to 0 means that the UNET will denoise the latent based on that empty conditioning. 0 license. so when transferring from a111 to comfy, it is necessary to divide the weight by 10 and add 1, including both positive and negative prompts like (watermark: 2), it needs to be converted to (watermark: 1. Completely delete all that negative prompt shit. Two nodes are selectors for style and effect For the regular prompt schedule, you need to make sure the max_frames are matching for both schedules (I normally just use a prim connected to max_frames converted to an input. You can zoom by scrolling. This results in markedly different behavior at higher weighting. Tiled Upscaler. This is using a simple Stable Cascade workflow. In A1111, I would use Prompt S/R to replace both the epoch number and the LoRA strength, but I'm not sure how to achieve that using efficiency nodes. 在节点上的使用方式：右键菜单，Text-to-Text by Mixlab. In that case, you need to resort to Jan 12, 2024 · Open up the file using a text editor or a code editor such, as Visual Studio Code. 5] Not sure how to prompt if you want to change the weight twice or more times during the generation, but you probably just separate A good rule of thumb is that the total weight of all prompts should be between 1 and 2, closer to 1 (numbers>1 are similar to increasing CFG). 9. com/ltdrdata/ComfyUI-Inspire-Packhttps://githu Hello :) searched for option to set weights (strength) of an embeddings like in a1111: (embedding:0. Text Prompts¶ ComfyUI Provides a variety of ways to finetune your prompts to better reflect your intention. However, the effect of the generated image might not be what you want. A1111 for instance simply scales the associated vector by the prompt weight, while ComfyUI by default calculates a travel direction from the prompt and an empty prompt. After understanding all the basic nodes and operations of ComfyUI, you should be able to use ComfyUI to generate images. 6 for the second prompt. Authored by AIrjen Prompting-Features# Prompt Syntax Features#. These problems are solved in Fooocus and users can enjoy Midjourney-like experience of Image Prompt. I don't have that setting on but I've got so many tokens in my usual prompt that the bunch of 1. Similarly, you can use AREA(x1 x2, y1 y2, weight) to specify an area for the prompt (see ComfyUI's area composition examples). Nov 27, 2023 · ComfyUI Revision: 1737 [39e75862] | Released on '2023-11-26' INFO:comfyui-prompt-control:Use STYLE:weight_interpretation:normalization at the start of a prompt to use advanced encodings INFO:comfyui-prompt-control:Weight interpretations available: comfy,perp INFO:comfyui-prompt-control:Normalization types available: none It feels like anything going beyond 1. ComfyUI can This time, let’s upweight “ball” by a factor of 1. Scroll down to the class ClipTextEncode section. 249732 ** Platform: Windows ** Python version: 3. There are some custom nodes/extensions to make generation between the two interfaces compatible. Append a word or phrase with -or +, or a weight between 0 and 2 (1=default), to decrease or increase "attention" (= a mix of per-token CFG weighting multiplier and, for -, a weighted blend with the prompt without the term). negative: less weight. To use brackets inside a prompt they have to be escaped, e. This aparently only affects text tokens, not embeddings, which still change with different weight between 0 and 1. Solution: Change the weight_type to “style transfer”, it will automatically distinguish between SD 1. 5 including Multi-ControlNet, LoRA, Aspect Ratio, Process Switches, and many more nodes. ] . 5. Ok, I've figured it out myself. I was able to get a far more decent image without all the blue funk by: Increase steps to 40 or 50. Report repository. Negative weights act differently, they act like an amplified negative prompt, should be in the range of -0. You can disable this by setting the environment variable PC_NO_INPLACE_UPDATE to any non-empty value. ComfyUI workflows can be arbitrary but this is at v2_e8(51e59e28), AddNet Weight 1: 0. Ending Control Step = 0. From my quick testing, it seems quite a bit harder to steer prompts with common upweighting methods. In many cases, text is faster to edit (with autocompletion or text editors). 5 for the first prompt, and downweight “ball” by 0. This set of custom nodes were created to help AI creators manage prompts in a more logical and orderly way. As you can see from the images, upweighting doesn't steer images as hard or fast as in 1. Steps: 20, Sampler: DPM++ 2M Karras, CFG scale: 7, Seed: 2683157076, Size: 512x512, Model hash: e6415c4892 Feb 23, 2024 · Alternative to local installation. CSV files can be edited and updated as you like. May 4, 2023 · Or you could duplicate them across remaining positive prompts. 5 Standard Model Weight Slider - LoRA Weight Slider - LoRA Download. 2):. 7), but didn't find. 825, is the value used by "my prompt is more important" in Auto1111 as explained in that screenshot you have, so that's why it's that value by default. You signed out in another tab or window. You can also load the example workflow by dragging the workflow file (workflow_example. The InvokeAI prompting language has the following features: Attention weighting#. You simply load up the script and press generate, and let it surprise you. Comfy and A1111 use different weighting techniques. When using Stable Cascade, I found that any prompt that has a weight within the prompt leads to distorted images. 0 seconds: D:\ComfyUI\ComfyUI\ComfyUI\custom_nodes\ComfyUI_Noise 0. May 11, 2024 · But here's the best part: 🌟 We've integrated ComfyUI directly into this webpage! You'll be able to interact with ComfyUI examples in real time as you progress through the guide. Extension: ComfyUI-Advanced-ControlNet Nodes: ControlNetLoaderAdvanced, DiffControlNetLoaderAdvanced, ScaledSoftControlNetWeights, SoftControlNetWeights Dec 14, 2023 · You signed in with another tab or window. In this vi Updated node set for composing prompts. Use an A1111 prompt and results should be more similar. The default flow that's loaded is a good starting place to get familiar with. It generates an entire prompt from scratch. Updating ComfyUI on Windows. com/models/46229; repo: https://github. cpp to assist in generating some nodes related to prompt words, including beautifying prompt words and image recognition similar to clip-interrogator Recent changes [2024-05-13] 新增OpenAI API节点 (add OpenAI API node) Apr 13, 2024 · 0. PortraitMaster: Failed to convert an input value to a FLOAT value: iris_details, -, could not convert string to float: '-'. The most interesting innovation is the new Custom Lists node. The Tiled Upscaler script attempts to encompas BlenderNeko's ComfyUI_TiledKSampler workflow into 1 node. json or workflow_example. Two nodes are used to manage the strings: in the input fields you can type the portions of the prompt, and with the sliders you can easily set the relative weights. In Comfy, the ControlNet is applied as follows: Strength = 1. Load Prompts From Dir (Inspire): It sequentially reads prompts files from the specified directory. Connected to a KSamplerAdvanced (start at step 0 / stop at step 17) Looking at your prompt these are all the possible ones that are causing you trouble which is like 80% of your positive and 30% of your negative prompt positive: detailed photo,realistic,8k uhd,high quality negatives: anime, blurry, low-resolution For instance (word:1. Prompt weighting interpretations for ComfyUI. Prestartup times for custom nodes: Dec 23, 2023 · Saved searches Use saved searches to filter your results more quickly Combinatorial Prompts - Iterates through every possible combination of random values in a prompt. Apr 27, 2023 · I can confirm this issue. I cant get a 3d realitic mickey with chinese style First Steps With Comfy. py' didn't work. Click Queue Prompt to run the Mar 20, 2024 · This is my ComfyUi comsole log ** ComfyUI startup time: 2024-03-20 11:05:55. digit: cd comfyui-prompt-composer. For example, on A1111 webui, I use find-and-replace feature in VSCode for automatically replacing multiple LoRA weights at once. Added "watermark, text, writing, letters, signature" to the negative to no avail - that checkpoint is cancer. CR Animation/Prompt. weight: -3. Prompt executed in 6. 2),it's late in the evening in the forest and the light is shining inside, (Snow White and the seven dwarfs Jun 25, 2023 · Experiment. To duplicate parts of a workflow from one Jan 4, 2024 · Keyword weight (This syntax applies to AUTOMATIC1111 GUI. Can unzip and place the folder in the custom_nodes folder within your ComfyUI build if you are interested in using it. 3-1. But in auto1111 it renders fine. exe ** Log path: K:\ComfyUI\ComfyUI\comfyui. making attention {"payload":{"allShortcutsEnabled":false,"fileTree":{"":{"items":[{"name":"prompt_control","path":"prompt_control","contentType":"directory"},{"name":"workflows","path SD 1. You switched accounts on another tab or window. 0 seconds: D:\ComfyUI\ComfyUI\ComfyUI\custom_nodes\sdxl_prompt_styler 0. A1111: CLip vectors are scaled by their weight; compel: Interprets weights similar to compel. It was pretty easy, admittedly - if, for example, you want the LoRA to go from weight 1 to 0 halfway through generation, you prompt like this: [<lora:loraname:1>:<lora:loraname:0>:0. 6. Starting with VL and prompt making tools using Ollma as backend will evolve as I find time. Users of ComfyUI are more hard-core than those of A1111. 6) : 0. It enables creators to dynamically adjust text and parameters over time, allowing for detailed control in animation and other time-based media projects. It is random, but controlled. Reload to refresh your session. You signed in with another tab or window. prompt_5 STRING. 3)). after tried many thing finally solved the problems. Combining nodes helps the user sequence strings for prompts, also creating logical groupings if necessary. Failed to convert an input value to a FLOAT value: circular_iris, -, could not convert string to float Oct 8, 2023 · Loading LoRAs via text prompt. So this is a repost of v2. is it possible in ComfyUI to set this value? comfy: the default in ComfyUI, CLIP vectors are lerped between the prompt and a completely empty prompt. 4. Prompt weighting in SDXL 0. 7:fa7a6f2, Dec 4 2023, 19:24:49) [MSC v. To drag select multiple nodes, hold down CTRL and drag. Is there any documentation or information about the different weight types under IPA Advanced node? ( ease in, ease out, ease in-out etc) Also in the Standard Node, with the simplified weight types standard, prompt is more important etc, are they the equivalent of the any particular ones in the Advanced Nov 1, 2023 · The default value, 0. Selections are being pulled from a CSV file. Fast and Simple Face Swap Extension Node for ComfyUI. 5) being interchangeable cat and dog with a weight in the prompt of 0. series. With SDXL on the horizon, I've gone ahead and updated my prompt weighting nodes for ComfyUI and did some quick testing. 946 stars. With A111 prompt painting 1. The StableDiffusionXLPipeline also requires pooled_prompt_embeds (and optionally negative_pooled_prompt_embeds) so you should pass those to the pipeline along with the conditioning tensors: There are different ways of interpreting the up or down-weighting of words in prompts. For instance, you may want to create an anime-style image, but the result is a realistic one. Extension: One Button Prompt. Sep 2, 2023 · If I were to use an empty prompt as a baseline for concatenation, there is also a (now smaller) divergence in the end result under the same seed. "Negative Prompt" just re-purposes that empty conditioning value so that we can put text into it. 1), e. core. g. The area is calculated by ComfyUI relative to your latent size. Installing ComfyUI on Windows. Is (prompt) the same as (prompt:0) or (prompt:1). It is often useful to adjust the importance of parts of the prompt. bat if you are using the standalone. A suite of tools for prompt management. So if you have a very long prompt of 300 tokens or so, the attention will be highest on the first few tokens, then token 76-80, then 151-155, then again at 226-230 etc. Yes. 94 forks. For example, you may want to make an object more or less prominent, or you may want to draw the AI's attention to instructions it may have missed. At this stage, you should have ComfyUI up and running in a browser tab. Have a fresh install of comfyUI, and installed all the custom nodes. Just a minor change in the order of your prompt around these points Dec 22, 2023 · (This syntax applies to Automatic1111, but I believe it also works in ComfyUI) Defining a "weight gradient" is applying this syntax for the same prompt keywords at different weights. Prior, to the return statement add a breakpoint by entering breakpoint ()`. Weight Types. digit: cd custom\_nodes. Previous one bugged out and got removed. g Jun 12, 2023 · CR Random Weight LoRA (new 18/12/2023) 🕹️ ControlNet. 2) and (floating hair: 1. https://github. Locate the function. "a dog" If I go further and compare a generation of a single prompt of a "a dog" to an empty prompt against the prompt repeatedly concatted to a sequence of empty prompts, there is a very slight You know, it totally could be the weights. ) You can adjust the weight of a keyword by the syntax (keyword: factor). (flower) is equal to (flower:1. CR Apply ControlNet; SeargeDP/SeargeSDXL - ComfyUI custom nodes - Prompt nodes and Conditioning nodes. 1). A simple fix would be to do something like this: def load_lora (self, model, clip, lora_name, strength_model, strength_clip): if str (type (strength_model)) == "<class 'pandas. 1) in A1111. ComfyUI Prompt ExtraNetworks これは ComfyUI 用のカスタムノードです。 LoraLoader や HypernetworkLoader の代わりにプロンプトを受け取って、プロンプト内の指定によって LoRA や HN を読み込み適用します。 Prompt weighting interpretations for ComfyUI Quality of life Suit V2 Saveaswebp Simple text style template node A simple ComfyUI plugin for images grid (X/Y Plot ComfyUI Node: CR Simple Prompt List. ComfyUI uses a different weighting algorithm for interpreting emphasis (the brackets " ( ())" or (thing:1. To move multiple nodes at once, select them and hold down SHIFT before moving. 13 watching. prompt_2 STRING. To disable/mute a node (or group of nodes) select them and press CTRL + m. Inputs. 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. However, I'm pretty sure I don't need to use the Lora loaders at all since it appears that by putting 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. 2024-01-08 Prompt control now enables in-place weight updates on the model. 5 ] Weight Types #472. al ge td qa ne in hs ox xg nm