Comfyui prompt scheduling github Reference the Prompt Scheduling Workflow for a demonstrative example comfyui节点文档插件,enjoy~~. I want to achieve morphing effect between various prompts within my reference video. 0 inclusive, representing 0 to 100% of timesteps. NOTE: This node provides advanced option via Show advanced. e. for building a "prompt schedule". Add useful nodes related to prompt. - Scheduler Nodes · Suzie1/ComfyUI_Comfyroll_CustomNodes Wiki Clone this repo into the custom_nodes folder of ComfyUI; Grab a workflow file from the workflows/ folder in this repo and load it to ComfyUI; Set the model, resolution, seed, sampler, scheduler, etc. For the prompt weight variables (ie: pw_a ), it needs to have backticks as that is what is being parsed by regex. If you find prompt scheduling inconvenient for some reason, PCTextEncode can be used as a drop-in replacement for CLIPTextEncode to get everything else. frame id) in an animation sequence, we can query the prompt schedule at that time to get the appropriate conditioning to pass to the KSampler. Audio Reactivity Nodes for ComfyUI 🔊 Create AI generated audio-driven animations. catapult: ComfyCatapultBase # Something to help with retrieving files from the ComfyUI storage. Nodes for scheduling ControlNet strength across timesteps and batched latents, as well as applying custom weights and attention masks. You switched accounts on another tab or window. I use it to iterate over multiple prompts and key parameters of workflow and get hundreds of images overnight to cherrypick from. It allows you to edit API-format ComfyUI workflows and queue them programmaticaly to the already running ComfyUI. Contribute to CavinHuang/comfyui-nodes-docs development by creating an account on GitHub. Compatible with IPAdapter, ControlNets, AnimateDiff - yvann-ba/ComfyUI_Yvann-Nodes Contribute to Jeyamir/comfyUI-workflows__ development by creating an account on GitHub. If you want a red shirt, but only want the shirt to be red and not everything else, [red shirt:0. Contribute to ComfyNodePRs/PR-comfyui-prompt-control-e9638ff2 development by creating an account on GitHub. I'm hoping to have it ready by the end of March. This is a small python wrapper over the ComfyUI API. However, this leaves messes up with the schedule for ComfyUI FizzNodes. You signed out in another tab or window. Mar 16, 2024 · I think this is how batch image interpolation could work, right? Ultimately I want to interpolate between 3 frames, with 2 "transition prompts" that go from frame 1->2 and then 2->3. local_blend_layers to either sd1. compatable with a/framesync and a/keyframe-string-generator for audio synced animations in Comfyui. You can also find it in the template library. No complex setups and dependency issues animatediff prompt travel. The primary use case here is for manipulating the positive prompt, i. For example: ComfyUI nodes for prompt editing and LoRA control. Sign in Jul 4, 2024 · When I write a prompt and also use a prompt style, I have no idea what the final result looks like. Sign in Jan 3, 2024 · Saved searches Use saved searches to filter your results more quickly Apr 9, 2025 · Expected Behavior [END] ComfyUI AlekPet Nodes [tinyterraNodes] Loaded Loading: ComfyUI-Manager (V3. g. issue here: #34 not sure if anything can be done, will experiment with prompt scheduling to potentially swap out prompts with step count next. If you're asking about getting the current frame across meta-batches, there isn't currently a way, but it would be easy to implement. . Given a particular time (e. It seems as if only the last prompt is taken into account. INFO, expand me uwu. You signed in with another tab or window. Expected result: Adding items to the front or back of a queue should be a linear-ti Nodes: Random Prompts, Combinatorial Prompts, I'm Feeling Lucky, Magic Prompt, Jinja2 Templates. You can establish a websocket connection to ComfyUI based on the clientId. remote: RemoteFileAPIBase comfy_api_url: str # This should be the workflow json as a dict. Simple command-line interface allows you to quickly queue up hundreds/thousands of prompts from a plain text file and send them to ComfyUI via the API (the Flux. A utility node for managing animations with image transitions and prompt scheduling. Control LoRA and prompt scheduling, advanced text encoding, regional prompting, and much more, through your text prompt. Navigation Menu Toggle navigation. A ComfyUI custom node that provides fine-grained control over style transfer using Redux style models. Nov 23, 2023 · The Prompt Scheduler has multiple options that need to be converted to an input in order to properly use them. Convert song lyrics into a working prompt schedule. Here is a two-pass workflow illustrating more features, including custom masks and filtering. workflow Aug 22, 2023 · To reproduce: Have a workflow. 4) [ComfyUI-Manager] network_mode: public ComfyUI Revision: UNKNOWN (The currently installed ComfyUI is not a Git repository) Import ti The information sent by the user to ComfyUI contains two fields: prompt: contains workflow information for ComfyUI; clientId: request sender's identification; Once received a prompt, ComfyUI will generate a prompt_id and send back. Run ComfyUI workflows in the Cloud! No downloads or installs are required. See above documentation of the new node. The regular "Prompt Schedule" node has a toggle for print_output and works just fi Share and Run ComfyUI workflows in the cloud. mp4 Oct 27, 2024 · I know there are ways to split and concatenate long prompts, but that is above my pay grade :) I will try using prompt scheduling next to see if we can alter the prompt as we go through step count next. although the advice says to provide the same prompt to both clips, it is still open to experimentation using the schedule node or the SDXL encode node in base ComfyUI. The Prompt Schedule 📅🅕🅝 node in ComfyUI is designed to automate changes in prompts over time or across different frames in animations. You can use {day|night}, for wildcard/dynamic prompts. Through ComfyUI-Impact-Subpack, you can utilize UltralyticsDetectorProvider to access various detection models. Clip Text Encode node with some Automatic1111 features - comfyui-automatic-prompt/README. I have an SDXL checkpoint, video input + depth map controlnet and everything set to XL models but for some reason Batch Prompt Schedule is not working, it seems as its only taking the first prompt. You can use it to change details of an image without changing the overall composition, as well as use it to control the strength of certain prompt terms and limit concept bleeding. e. Generates dynamic graphs that are literally identical to handcrafted noodle soup. Someone reported something similar a few weeks ago that I fixed, so this will also help me confirm if you're still on an older version (in which case simply updating AnimateDiff-Evolved will fix the issue), or if there is another edge case I'll need to fix. 5) and sgm. I converted th 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. Scheduled prompts, scheduled float/int values and wave function nodes for animations and utility. Manage code changes ComfyUI-DynamicPrompts is a custom nodes library that integrates into your existing ComfyUI Library. This is what I used to make the video for Reddit. There are two forms of scheduled prompts. map file that defines where the prompt and other values should be Contribute to denyshubh/comfyUI-workflows_fork development by creating an account on GitHub. RunComfy also provides AI Playground , enabling artists to harness the latest AI tools to create incredible art. Can generate timing data with or without image inputs, perfect for keyframe-based animations. Reload to refresh your session. Share and Run ComfyUI workflows in the cloud. ComfyUI workflows,ComfyUI 工作流合集,ComfyUI workflows collection - superfang123/ComfyUI-Workflows Mar 30, 2025 · 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. The Prompt weight channels (pw_a, pw_b, etc. Feb 1, 2024 · Length inconsistency, the fact that a certain number of characters are exceeded compared to the first prompt, or a minimum number of characters compared to the previous prompt This is the prompt "1": "with a sleek, short bob haircut, characteristic of the early 1990s. 4) [ComfyUI-Manager] network_mode: public ComfyUI Revision: UNKNOWN (The currently installed ComfyUI is not a Git repository) Import ti Nodes for scheduling ControlNet strength across timesteps and batched latents, as well as applying custom weights and attention masks. What Next? Change the video input for vid2vid (obviously)! Clip Text Encode node with some Automatic1111 features - morozig/comfyui-automatic-prompt To use characters in your actual prompt escape them like \( or \). Oct 25, 2023 · Kubuntu System, Comfyui shares venv with Automatic1111, RTX3060 12GB, 32GB RAM, xformers enabled BatchPromptSchedule has no influence on the sampler. prompts/example. The Ksampler simply can't handle a batch of values from the batch value schedule which is the posted issue. The empty prompt showing in the debug is the negative prompt output but since you are using a different negative conditioning it just prints empty. Introduction to Batch Prompt Schedule. \n. Using this tool, you can feed in the values from a batch prompt schedule as well as from ValueSchedule nodes (up to 4), and reschedule them to align with your skip_first_images from VHS Load I seem to have problem with "connecting the prompt" with the video reference (depth controlnet and ipadapter - xl model), I managed the batch prompt to work without the ip adapter and controlnet: Video_00023. Apr 4, 2025 · Custom nodes for ComfyUI such as CLIP Text Encode++ - Issues · shiimizu/ComfyUI_smZNodes Dec 17, 2024 · You signed in with another tab or window. class ExampleWorkflowInfo: # Direct wrapper around the ComfyUI API. It provides nodes that enable the use of Dynamic Prompts in your ComfyUI. 21, there is partial Jan 4, 2024 · Custom nodes for SDXL and SD1. Optimized LTXV workflows for ComfyUI Topics flux workflow video optimisation kolors stable-diffusion generative-ai ltx comfyui txt2video comfyui-workflow img2video sd35 ltxv Timestamped Prompts: Create dynamic videos with changing prompts at specific timestamps; Flexible Input Options: Works with both reference images and empty latents for complete creative control; Resolution Control: Automatic bucket finding for optimal video dimensions; Blend Control: Smooth transitions between different prompts at timestamps To alleviate having to write the full prompt to every keyed frame, the prompts that stay the same through the whole animation can be prepended or appended to every prompt in the schedule using pre_text and app_text respectively. I would suggest using the text box suggested in the important notes section. Basic expressions take the form [before:after:X] where X is the switch point, a decimal number between 0. Dec 28, 2023 · Custom nodes for SDXL and SD1. This versatile node allows users to input schedules for prompts, dictating how the text and corresponding styles evolve throughout a sequence of frames. Prompt travel using built-in Prompt Scheduling nodes, or BatchPromptSchedule node from ComfyUI_FizzNodes; Scale and Effect multival inputs to control motion amount and motion model influence on generation. Nodes for LoRA and prompt scheduling that make basic operations in ComfyUI completely prompt-controllable. 1. DiffusionEngine (for SDXL) + Unet Patcher (include patches from A1111, comfyui, and Forge, customized for webui use cases) + memory management system almost same as Nodes for scheduling ControlNet strength across timesteps and batched latents, as well as applying custom weights and attention masks. py for generating the required workflow block because it'd be extremely tedious to create the workflow manually. 0 and 1. Currently supports ControlNets I know it can be done because I did it "hacking" a node (with zero coding skills) that made frame sequences, but that was under an older version of ComfyUI and it could not assign the prompt as filename correctly : You signed in with another tab or window. I believe it's due to the syntax within the scheduler node breaking the syntax of the overall prompt JSON load. load_cap, start_index; Load Prompts From File (Inspire): It sequentially reads prompts from the specified file. Jan 3, 2024 · Saved searches Use saved searches to filter your results more quickly Apr 9, 2025 · Expected Behavior [END] ComfyUI AlekPet Nodes [tinyterraNodes] Loaded Loading: ComfyUI-Manager (V3. Experimented with different batches, prompts, models, etc, but to no avail. 30. 3. 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. It does not matter what it is, so long as it changes between runs. The output it returns is ZIPPED_PROMPT. It's helpful to render video in ComfyUI in batches, to get past VRAM limitations. Select your language in Comfy > Locale > Language to translate the interface into English, Chinese (Simplified), Russian, Japanese, or Korean. Nov 17, 2023 · How would I hook it up so that I can read a bunch of files and iterate through them using a batch function. This node gives the opportunity to provide prompt separately to each clip. - nkchocoai/ComfyUI-PromptUtilities Optimized LTXV workflows for ComfyUI Topics flux workflow video optimisation kolors stable-diffusion generative-ai ltx comfyui txt2video comfyui-workflow img2video sd35 ltxv Timestamped Prompts: Create dynamic videos with changing prompts at specific timestamps; Flexible Input Options: Works with both reference images and empty latents for complete creative control; Resolution Control: Automatic bucket finding for optimal video dimensions; Blend Control: Smooth transitions between different prompts at timestamps To alleviate having to write the full prompt to every keyed frame, the prompts that stay the same through the whole animation can be prepended or appended to every prompt in the schedule using pre_text and app_text respectively. Can you use a command prompt to cd into ComfyUI-AnimateDiff-Evolved, do git pull, and then git checkout before-refactor-1? Feb 10, 2024 · Forge backend = A1111’s sampling + A1111’s text encoder (clip, emphasize, prompt scheduling, etc) + A1111’s Stable Diffusion Object ldm. - DoctorDiffusion/ComfyUI-Schedulizer Multiple output generation is added. 5] will do that. Repeat. I call it comfy_task_id. 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. json format. comfyui节点文档插件,enjoy~~. Aug 28, 2024 · The tensor sizes are a problem I am looking into. I am trying to determine if this is an old problem or a new one, so I created a branch called before-refactor-1 that has the old code in it. "ComfyUI prompt control" is the custom node pack with LoRAScheduler, the GitHub page describes One prompts file can have multiple prompts separated by ---. 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. md at master · morozig/comfyui-automatic-prompt ComfyUI workflows,ComfyUI 工作流合集,ComfyUI workflows collection - superfang123/ComfyUI-Workflows It's now possible to schedule weights, you can do that by converting the weight widget to an input like so. Jan 7, 2024 · Hi FizzleDorf, Batch Prompt Schedule don't work. Contribute to aimpowerment/comfyui-workflows development by creating an account on GitHub. Hope this helps! The Ollama CLIP Prompt Encode node is designed to replace the default CLIP Text Encode (Prompt) node. - Schedule Nodes · Suzie1/ComfyUI_Comfyroll_CustomNodes Wiki Prompt scheduling is a super useful tool. But its somehow "struggling" with IPAdapter and Depth map controlnet - as the batch prompt schedule does not apply: Video_00022. Implementing Lora masking and scheduling is the reason I started coding in ComfyUI in the first place last summer, and I got into AnimateDiff by accident when I got annoyed with the previous ComfyUI implementation being subpar. Prompts with the same keyframes are automatically merged. again not sure if this is Mochi itself, but worth the report maybe :) Thanks again ! Jan 17, 2024 · 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. 5 including Multi-ControlNet, LoRA, Aspect Ratio, Process Switches, and many more nodes. For this test the prompt is: "RAW photo of a typical 90's kid bedroom, memory, dust, NES, playstation, analog tv on nightstand, shadowy, nostalgia, film grain" Nov 22, 2023 · Hi, I think the "Prompt Schedule SDXL" node broke somehow, the function seems to expect "print_output" but there's no corresponding toggle in the node ui. This can be viewed with rgthree's Display Any node. Jun 22, 2024 · A prompt helper. ComfyUI workflows,ComfyUI 工作流合集,ComfyUI workflows collection - ComfyUI-workflows/5 - Txt2Vid with Prompt Scheduling. These commands Gotcha. Pay only for active GPU usage, not idle time. It has an example workflow for the interpolation of keyframes: interpolation-and-frame-setting But I think with LTXV you can only interpolate 2 frames at a time, check this issue: logtd/ComfyUI-LTXTricks#7 Jul 29, 2023 · You signed in with another tab or window. The regular prompt schedule works on everything with a float or int like you've observed. Nov 2, 2023 · The sigmas proportional decrease let more "jesus diffusion take the wheel" and gives pretty good result but when I tested this it did seem to ignore my negative prompts a lot more. 5: Native translation (i18n) ComfyUI now includes built-in translation support, replacing the need for third-party translation extensions. It generates a prompt using the Ollama AI model and then encodes the prompt with CLIP. It enables creators to dynamically adjust text and parameters over time, allowing for detailed control in animation and other time-based Nodes for scheduling ControlNet strength across timesteps and batched latents, as well as applying custom weights and attention masks. The node will output the generated prompt as a string. If you find situations where this is not the case, please report a v1. - CY-CHENYUE/ComfyUI-Redux-Prompt Improved AnimateDiff for ComfyUI and Advanced Sampling Support - Merge PR #453 from Kosinkadink/develop - Prompt/Value Scheduling Nodes + Desc. I've investigated this using a setup where I can A/B test the regular Prompt Schedule node vs. Contribute to fofr/ComfyUI-Prompter-fofrAI development by creating an account on GitHub. This workflow shows LoRA scheduling and prompt editing and compares it with the same prompt implemented with built-in ComfyUI nodes. Converting the above example would look Share and Run ComfyUI workflows in the cloud. An example workflow is available in the docs folder. Oct 29, 2024 · RunComfy is the premier ComfyUI platform, offering ComfyUI online environment and services, along with ComfyUI workflows featuring stunning visuals. Jul 31, 2024 · You signed in with another tab or window. Set batch size to 100 and click "queue prompt". ComfyUI-DynamicPrompts is a custom nodes library that integrates into your existing ComfyUI Library. The nodes provided in this library are: Follow the steps below to install the ComfyUI-DynamicPrompts Library. There's already an internal variable which counts the number of executions which can either be exposed directly, or premultiplied by frames_per_batch to provide count of frames processed before the current execution. The ControlNet nodes here fully support sliding context sampling, like the one used in the ComfyUI-AnimateDiff-Evolved nodes. json at main · hktalent/ComfyUI-workflows Aug 7, 2024 · I am completely new to comfy ui and sd. Oct 27, 2023 · 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. Prompt/Value Mar 14, 2024 · I plan on adding that soon. How much does my prompt merge into the styler prompt, does it get modified or even used ( overridden?) I thought once I saw someone create like a text box that shows the final prompt that is being used - or was that a dream? lol Check this custom node: ComfyUI-LTXTricks. 22 and 2. 0 Max Frames: 61 frame index Oct 29, 2024 · ComfyUI Node: Batch Prompt Schedule 📅🅕🅝 2024-10-29 Github Stars Batch Prompt Schedule 📅🅕🅝 Description Oct 30, 2024 · Can you provide the full prompt input and latent count inputted into the latents input? It will let me replicate the issue. ComfyUI nodes for prompt editing and LoRA control. The IPAdapter Weights helps you generating simple transition. A very hacky way to generate static data for ComfyUI prompt scheduling because I can't figure out how to get the current frame number anywhere - redaphid/comfy-ui-prompt-scheduler-input-formatter WeiLin-ComfyUI-Prompt-all-in-one 像WebUI一样写提示词 Write prompt words like WebUI - weilin9999/WeiLin-ComfyUI-prompt-all-in-one Mar 19, 2024 · Title says it all, the node always acts like current_frame is 0. You can choose from 5 outputs with the index value. Custom node for ComfyUI. the SDXL, and the regular one works just fine using exactly the same inputs a You signed in with another tab or window. Run Whisper and create prompt travel schedules within ComfyUI. LatentDiffusion (for sd1. map file that defines where the prompt and other values should be Saved searches Use saved searches to filter your results more quickly Write better code with AI Code review. Vid2Vid with Prompt Scheduling - this is basically Vid2Vid with a prompt scheduling node. Between versions 2. print_out : got prompt Max Frames: 61 frame index: 0 Current Prompt: High detail, a girl, yellow dress Next Prompt: High detail, a girl, red dress Strength : 1. Like if there was a filename pin that I could load a folder directly from or if you could This adds the CLIP-L and T5🚀 (🚀= Fast) token counters ontop of the RyuuNoodles Textbox and the Comfy Core Clip Text Encode (Prompt) node. client: ComfyAPIClientBase # Job scheduler (the main point of this library). There's a scheduling node in the pack but I haven't played with it. Contribute to asagi4/comfyui-prompt-control development by creating an account on GitHub. Can be float, list of floats, or masks Dec 18, 2023 · doing single frames at a time works because it's only sending one value at a time with the current frame indexing which value should be sent. This tool will help you merge keyframes with prompt content and there are some feature include, The order of keyframes will be sorted automatically, so you don't have to worry about it. How much does my prompt merge into the styler prompt, does it get modified or even used ( overridden?) I thought once I saw someone create like a text box that shows the final prompt that is being used - or was that a dream? lol Jul 29, 2023 · You signed in with another tab or window. 5 or sdxl, which has to be correspond to the kind of model you're using. It will change in the future but for now it works. Specify the file located under ComfyUI-Inspire-Pack Custom nodes pack for ComfyUI This custom node helps to conveniently enhance images through Detector, Detailer, Upscaler, Pipe, and more. You can check the generated prompts from the log file and terminal. Can be float, list of floats, or masks Oct 27, 2023 · 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. Prompt that contain line breaks will be replaced with , separators. wait, I'm already expanded! Wildcards/Prompt Control or Scheduling etc: The script comfyui_a1111_prompt_array_generator. Heads up: Batch Prompt Schedule does not work with the python API templates provided by ComfyUI github. Contribute to s9roll7/animatediff-cli-prompt-travel development by creating an account on GitHub. ) can take in the result from a Value scheduler giving full control of the token weight over time. To use {} characters in your actual prompt escape them like: \{ or \}. 1 dev workflow is is included as an example; any arbitrary ComfyUI workflow can be adapted by creating a corresponding . Oct 25, 2023 · 点中GroupNode，在这里会出现WorkFlow子节点，我们点击生图流程可以直接出现后面的生图节点。但是ComfyUI中有一个非常强大的功能，就是将这些节点组合成在一起成为一个节点，怎么创建呢，我们在选中所有需要进行节点组创建的节点中选择右键-转换为节点组。 A collection of ComfyUI Worflows in . Oct 25, 2024 · I ran into an issue using OneVision with my LLM prompt above, as it would generate 512 tokens, setting it to 256 did not limit it, so i adjust the prompt above to reflect the limit, seems to work great. You can find out more in this reddit link. Txt2Vid with Prompt Scheduling - Basic text2img with the new prompt scheduling nodes. Make sure to set KSamplerPromptToPrompt. This node is particularly useful for AI artists who need to organize and execute multiple prompts in a structured manner. It enables creators to dynamically adjust text and parameters over time, allowing for detailed control in animation and other time-based media projects. Also: The Text Multiline node from WAS node suite shown in the gif above has the node name Text Multiline. LoRA and prompt scheduling should produce identical output to the equivalent ComfyUI workflow using multiple samplers or the various conditioning manipulation nodes. Two new ComfyUI nodes: CLIPTextEncodeA1111 : A variant of CLIPTextEncode that converts A1111-like prompt into standard prompt The Batch Prompt Schedule designed for efficiency managing and scheduling complex prompts across a series of frames or iterations. mp4. Currently supports ControlNets ComfyUI workflows,ComfyUI 工作流合集,ComfyUI workflows collection - hktalent/ComfyUI-workflows ComfyUI nodes for prompt editing and LoRA control. Helps create timing data for prompt schedules, fade masks, and IP adapter batches. tdbl dxyi ovpj qnqnox otrcjy imox gxzsfj gsxnjb goxb blam