Eligibility:

• Seed comfyui. The KSampler uses the provided model and positive and negative conditioning to generate a new version of the given latent. Dang, time for me to finally jump ship to ComfyUI and learn it 😂. The ComfyUI interface includes: The main operation interface. Step 2: Download the standalone version of ComfyUI. 0 replies. The SD Prompt Reader node is based on ComfyUI Load Image With Metadata; The SD Prompt Saver node is based on Comfy Image Saver & Stable Diffusion Webui; The seed generator in the SD Parameter Generator is modified from rgthree's Comfy Nodes; A special thanks to @alessandroperilli and his AP Workflow for providing numerous suggestions Mar 3, 2024 · 5. Dec 19, 2023 · For AMD (Linux only) or Mac, check the beginner's guide to ComfyUI. 🧩 Comfyroll/📦 Other. py --force-fp16. A set of custom nodes for ComfyUI created for personal use to solve minor annoyances or implement various features. Example workflow based on Sytan SDXL ComfyUI. 0. Repeating the same Seed with the same Ksampler will produce the same 3 images. 01 and by the time you are at 1. Mar 23, 2024 · ComfyUI は既にリリースされてから長いソフトになりましたので、インストール方法に関しての解説は様々なところでなされているかと思います。. ComfyUI/ComfyUI - A powerful and modular stable diffusion GUI. After making a selection, on any of the selected nodes and select and choose a name that won't conflict with any other existing node. 🙏. A lot of people are just discovering this technology, and want to show off what they created. The number of steps in the schedule. 0 | Stable Diffusion Workflows | Civitai *** Update 21/08/2023 - v2. ComfyUI generates its seeds on the CPU by default instead of the GPU like A1111 does. Drop the image back into ComfyUI to load it, then change the seed to what was in the exif Description. ; filename_keys - Comma separated string with sampler parameters to add to filename. Seed Everywhere connects to any unconnected INT input with seed in the input name (seed, noise_seed, etc), and it has the control_after_generate feature. Which means, AFAIK, If you were trying to recreate an image that was part of a batch, you would need to run the workflow with both the same seed and the same batch (at least up to the batch number you were trying to get). ここでは超初心者向けに StabilityMatrix を使った方法と、最も基本的な スタンドアローン でのインストール方を Jun 12, 2023 · Custom nodes for SDXL and SD1. Step 3: Download a checkpoint model. 5 Template Workflows for ComfyUI - v2. Though they have the same seed value, ComfyUI generates different latent noise for each item in the batch. 5 including Multi-ControlNet, LoRA, Aspect Ratio, Process Switches, and many more nodes. Mar 1, 2024 · A user over on reddit pointed out the file openaimodel. 5K views 5 months ago ComfyUI Inspire Pack. Latent Add Latent Interpolate. It allows for either randomizing or fixing the seed across the batch, thereby influencing the generation process by either introducing variability or maintaining consistency in the generated outputs. ckpt The stableSR model I'm using is: webui_786v_139. g. then this noise is removed using the given Model and the positive and negative conditioning as guidance, "dreaming" up new details in places Jan 25, 2024 · List of Custom Nodes 📦 Core. py; Note: Remember to add your models, VAE, LoRAs etc. I forget what custom node it’s in, but the integer output would work in your use case. Might be useful. The more steps the sampler is allowed to make the more accurate the Jan 27, 2024 · 画像生成AIの「stable diffusion」を使っていて、もっと早く細かい設定がわかりやすくできたらなと思っていた時に、「ComfyUI」を使えばより高度な設定と早く画像が生成できるとのことで、今回はそれを「ComfyUI」を導入して画像生成をしてみたいと思います。 ComfyUIとは何か？ 「ComfyUI」とは「stable AnimateDiff in ComfyUI is an amazing way to generate AI Videos. CR Combine Prompt (new 24/1/2024). CR Prompt Text. This same way could add any details you want from any node by replacing the "KSampler" part with the text in "Node name for S&R" in their property window and "seed" with the name of the field in the node. Switch (image,mask), Switch (latent), Switch (SEGS) - Among multiple inputs, it selects the input designated by the selector and outputs it. Add the AppInfo node, which allows you to transform the workflow into a web app by simple configuration. This allows to create ComfyUI nodes that interact directly with some parts of the webui's normal pipeline. Installing ComfyUI on Windows. It will allow you to convert the LoRAs directly to proper conditioning without having to worry about avoiding/concatenating lora strings, which have no effect in standard conditioning nodes. There are apps and nodes which can read in generation data, but they fail for complex ComfyUI node setups. Launch ComfyUI by running python main. In this post, I will describe the base installation and all the optional ComfyUI Update: Stable Video Diffusion on 8GB vram with 25 frames and more. This means you either use a custom one or download the ones on their huggingface page. The issue, as slightly visible in WASasquatc Extension: Use Everywhere (UE Nodes) A set of nodes that allow data to be 'broadcast' to some or all unconnected inputs. Inputs. AUTO1111 is definitely faster to get into, and Entering 18 digit random seeds get tedious very fast to re-generate images from an x/y plot. 1) in A1111. Direct link to download. 04 Fixed missing Seed issue plus minor improvements *** These workflow templates are intended as multi-purpose templates… If you encounter vram errors, try adding/removing --disable-smart-memory when launching ComfyUI) Currently included extra Guider nodes: GeometricCFGGuider: Samples the two conditionings, then blends between them using a user-chosen alpha. Generating noise on the CPU gives ComfyUI the advantage that seeds will be much more reproducible across different hardware configurations but also means they will generate completely different noise than UIs like a1111 that generate the noise on the GPU. dustysys/ ddetailer - DDetailer for Stable-diffusion-webUI extension. 1 latent. seed INT I know dragging the image into comfyui loads the entire workflow, but I was hoping I could load an image and have a node read the generation data like prompts, steps, sampler etc. Place the models you downloaded in the previous step in the folder: ComfyUI_windows_portable\ComfyUI\models\checkpoints Click on see more information to get a picture of it. Download the first image then drag-and-drop it on your ConfyUI web interface. CR Latent Batch Size. 5 method. Data. 3. Thank you. Then load them using the clip loader node. Dec 1, 2023 · ComfyUIでStable Videoを使うと他の実装よりも軽快に生成できます。 UIの提供する様々な機能が併用できるのもメリットです。 ComfyUI自体の導入方法については分かりやすい解説サイトがウェブ上に多数あります（動画生成ではグラフィックボード搭載PCが事実上 Feb 23, 2024 · 6. Explore Docs Pricing. Step 1: Install 7-Zip. There are some custom nodes/extensions to make generation between the two interfaces compatible. Bing-su/ dddetailer - The anime-face-detector used in ddetailer has been updated to be compatible with mmdet 3. Jan 11, 2024 · 1. It also seems like ComfyUI is way too intense on using heavier weights on (words:1. Queue history will work. You can right click on a node and change many selections to an input. Extension: Quality of life Suit:V2. You can use a single INT and input it into any seed input, effectively having a global seed. Oct 26, 2023 · That was discussed before on many issues/PR, let me try to explain, the idea is, if the seed is set to random, when you queue a prompt it uses the seed that is on the input for that queued prompt and generates a new one for the next prompt, so after you click to generate what you see is not what is been generated but a new one, that follows the Jun 25, 2023 · Saved searches Use saved searches to filter your results more quickly Oct 28, 2023 · Due to the current structure of ComfyUI, it is unable to distinguish between SDXL latent and SD1. 😉. 2. Feb 23, 2023 · 1 reply. If you see additional panel information in other videos/tutorials, it is likely that the user has installed additional plugins. 0 Base and Refiners models downloaded and saved in the right place, it should work out of the box. Found this fix for Automatic1111 and it works for ComfyUI as well. Q&A. It should be at least as fast as the a1111 ui if you do that. CR Select Model. 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. Simply download, extract with 7-Zip and run. Share and Run ComfyUI workflows in the cloud. Sep 13, 2023 · The method mentioned above is a solution within the current default ComfyUI implementation. You can look at the EXIF data to get the SEED used. That should speed things up a bit on newer cards. Mar 20, 2024 · Seed: The random seed value controls the initial noise of the latent image and, hence, the composition of the final image. Updating ComfyUI on Windows. If you download the mid sized model, it has the clip encoder built in, so you skip the encoder node and plug the clip directly into the model node. CR Image Output (changed 25/12/2023). Cheers, appreciate any pointers! Somebody else on Reddit mentioned this application to drop and read. In this video, I will first introduce the concept of the variation ComfyUI IPAdapter Plus; ComfyUI InstantID (Native) ComfyUI Essentials; ComfyUI FaceAnalysis; Comfy Dungeon; Not to mention the documentation and videos tutorials. 1. If you have the SDXL 1. Let's break down the main parts of this workflow so that you can understand it better. You switched accounts on another tab or window. Works with png, jpeg and webp. Selecting the nodes to nest. ComfyUI wikipedia, a online manual that help you use ComfyUI and Stable Diffusion. - Suzie1/ComfyUI_Comfyroll_CustomNodes Jul 27, 2023 · Like this: Right click on the KSampler node to turn "Seed" into an input You can then use a seed Node with fixed output OR the KSampler will take any INT input. One interesting thing about ComfyUI is that it shows exactly what is happening. Try using an fp16 model config in the CheckpointLoader node. Download Welcome to the unofficial ComfyUI subreddit. Owner. You can also use to highlight nodes. If that doesn't give you the seed used to recreate the image, you need to find the original seed. NOTE: Currently, this extension does not support the new OpenAI API, leading to You can add seed to the filename by adding "KSampler. Nesting the selected nodes. Use increment instead of randomize? K采样器节点K采样器节点 K采样器使用提供的模型以及正向和负向条件来生成给定潜在图像的新版本。首先，根据给定的seed和denoise强度对潜在图像进行加噪，部分擦除潜在图像。然后，使用给定的Model和positive、negative条件作为指导，去除这些噪声， Apr 8, 2024 · ComfyUI/ComfyUI - A powerful and modular stable diffusion GUI. The random seed used in creating the noise. and spit it out in some shape or form. It won't change or set the seed number in nodes with to any of the other ComfyUI-Inspire-Pack: Global Seed (Inspire) easy preSamplingDynamicCFG: sd-dynamic-thresholding: DynamicThresholdingFull: dynamicThresholdingFull: sd-dynamic The batch index should match the picture index minus 1. Look at preview to determine if it's a good seed; If it's a good seed, run latent upscaling (or something else that is more time-consuming) If it's not a good seed, stop the job (i. To help with organizing your images you can pass specially formatted strings to an output node with a file_prefix widget. Category. Authored by rgthree. Cutting-edge workflows. All the tools you need to save images with their generation metadata on ComfyUI. The selected nodes will be replaced with a new node May 29, 2023 · Image to Seed: Convert a image to a reproducible seed. Nodes: Seed, Reroute, Context, Lora Loader Stack, Context Switch, Fast Muter. to the corresponding Comfy folders, as discussed in ComfyUI manual installation. E. 5/SD2. Includes nodes to read or write metadata to saved images in a similar way to Automatic1111 and nodes to quickly generate latent images at resolutions by pixel count and aspect ratio. For this it is recommended to use ImpactWildcardEncode from the fantastic ComfyUI-Impact-Pack. 1) in ComfyUI is much stronger than (word:1. Load Text File May 7, 2023 · ComfyUI only executes nodes again when something changes so if you set a fixed seed this is expected. Such as: prompt ["3"] ["inputs"] ["seed"] = random. ComfyUI auto-sends prompts? Sounds like the issue is somehow the front-end is sending prompts without hitting Queue Prompt. If you double click and start typing 'seed', you'll find a couple seed generation nodes to use. start the next job in the queue to evaluate another random seed) Direct link to download. 5 cm (1 in) deep. You signed in with another tab or window. Menu panel. Belittling their efforts will get you banned. example" yamlファイルになるのでテキストエディターなどで開き、「base_pase:」のところにStable Diffusionのフォルダパスを指定します。 Cドライブ直下にStable Diffusionをインストールしている場合は、以下のようになります。 Extension: rgthree's ComfyUI Nodes. ComfyUI Node: 🌱 CR Seed. Select multiple nodes by using on the desired nodes to nest. If you have trouble extracting it, right click the file -> properties -> unblock. We have four main sections: Masks, IPAdapters, Prompts, and Outputs. The disadvantage is it looks much more complicated than its alternatives. It works as you would expect minor changes with a default strength of 0. Comfy. To create small variations to a given generation we can do the following: We generate the noise of the seed that we're interested using a Noisy Latent Image node, we then create an entire batch of these with a Duplicate Batch Index node. There’s a Random Number node that can output either a float or an integer within a user defined range. So here is a simple node that can select some of the images from a batch and pipe through for further use, such as scaling up or "hires fix". Aug 2, 2023 · i thought there is something like -1 like A1111's api, btw thanks for the help !! :) You can feed it any seed you want on this line, including a random seed. It either maintains or alters the batch index to reflect the chosen seed behavior. Seed Everywhere. It can either be getting a random value (randomize), increasing by 1 (increment), decreasing by 1 (decrement), or unchanged (fixed). Thanks! Welcome to the unofficial ComfyUI subreddit. This is my take on it. First the latent is noised up according to the given seed and denoise strength, erasing some of the latent image. Mar 26, 2023 · edited. inversion) The history feature is extra steps, but still worth it. Authored by giriss. For instance (word:1. steps. The image below is a screenshot of the ComfyUI interface. May 25, 2024 · Understanding ComfyUI seed. I didn't care about having compatibility with the a1111 UI seeds because that UI has broken seeds quite a few times now so it seemed like a hassle to do so. https://github. It's a bit messy, but if you want to use it as a reference, it might help you. the node can randomize, increment, decrement or keep the seed number fixed. I don't see the need for a global setting when you can just make your random values scoped where you want. The "Seed Generator" node can be set to random or keep_previous, and the seed value is generated at the time of workflow execution. Primarily targeted at new ComfyUI users, these templates are ideal for their needs. ComfyUI prompting is different. yaml. Set the seed value to "-1" to use a random seed every time; Set any other number in there to use as a static/fixed seed; Quick actions to randomize, or (re-)use the last queued seed. Welcome to the unofficial ComfyUI subreddit. Jan 7, 2024 · また、生成した画像にプロンプトやseed値等も含めてワークフローそのものが自動的に埋め込まれます。 そのため、ComfyUIのキャンバス内にComfyUIで生成した画像を放り込むと生成時に利用していたワークフローやデータをそのまま読み込む事ができます。 Second, follow the below link. These custom nodes helps organize the building of complex workflows. Step 4: Start ComfyUI. LATENT. If it isn't let me know because it's something I need to fix. Greatly reduces link spaghetti. Nov 20, 2023 · ComfyUI_windows_portable\ComfyUI\extra_model_paths. In this video, I'll demonstrate exploring the seed space using "Seed Explorer". To generate an image in ComfyUI: Locate the “Queue Prompt” button or node in your workflow. CR Seed. latent. 001, more noticeable as you increase it to 0. 0官方工作流实操使用 零基础讲解节点式生成的Ai绘画工具comfyui，节点模块讲解，附官方工作流安装包，ComfyUI 主题分享及如何自己配置样式，ComfyUI自己写插件，不要太 seed. The Seed of the Ksampler is assigned to all the images generated in a batch size. 0, and we have also applied a patch to the pycocotools dependency for Windows environment in ddetailer. And above all, BE NICE. CR Conditioning Mixer sd-webui-comfyui is an extension for A1111 webui that embeds ComfyUI workflows in different sections of the normal pipeline of the webui. The length should be 1 in this case. ，让ComfyUI起飞的Krita插件，ComfyUI 管道节点的多种用法，【5分钟快速入门】ComfyUI上使用SDXL1. Note that if we were doing this for img2img we can use this same node to duplicate the image latents. Reload to refresh your session. multiple LoRas, negative prompting, upscaling), the more Comfy results Install the ComfyUI dependencies. Some third-party seed nodes offer a control_before_generate approach instead of control_after_generate. LoRAs in ComfyUI are loaded into the workflow outside of the prompt, and have both a model strength and clip strength value. I converted variation_seed on the Hijack node to input because this node has no "control_after_generate" option, and added a Variation Seed node to feed it with the variation seed instead. Alternative to local installation. Workflow node information. This reference Seed is the Seed from the first image. control_after_generate. Control_after_generation: How the seed should change after each generation. 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. GlobalSeed does not require a connection line. Mar 16, 2023 · This makes ComfyUI seeds reproducible across different hardware configurations but makes them different from the ones used by the a1111 UI. Save File Formatting¶. Install the ComfyUI dependencies. 👍 1. You signed out in another tab or window. . Dr. com/ltdrdata/ComfyUI-I more. ComfyUI also uses xformers by default, which is non-deterministic. As a reference, here’s the Automatic1111 WebUI interface: As you can see, in the interface we have the Extension: comfyui-mixlab-nodes 3D, ScreenShareNode & FloatingVideoNode, SpeechRecognition & SpeechSynthesis, GPT, LoadImagesFromLocal, Layers, Other Nodes KSampler node. e. The custom node will analyze your Positive prompt and Seed and incorporate additional keywords, which will likely improve your resulting image. 2) and just gives weird results. If you drag a noodle off it will give you some node options that have that variable type as an output. Compatible with Civitai & Prompthero geninfo auto-detection. Plus, I don't know how to do the X/Y plot in ComfyUI yet (just started learning Lora and text. ℹ️ See More Information. Github View Nodes. Follow the ComfyUI manual installation instructions for Windows and Linux. Instead of only per-node or global, you get anywhere in between too. It can be hard to keep track of all the images that you generate. Oct 8, 2023 · Hello! I've been using your node, but I've encountered some issues: The model I'm using is: v2-1_768-ema-pruned. ckpt The images I've tested are in png format. It’s reasonably intuitive, but it’s rather time consuming to build up workflows. Please keep posted images SFW. Image Voronoi Noise Filter. ComfyUI uses the CPU for seeding, A1111 uses the GPU. SD1. Jun 2, 2024 · Category: latent/advanced. I usually use an X/Y plot to narrow down parameters, but I like random too. WLSH ComfyUI Nodes. It'll load a basic SDXL workflow that includes a bunch of notes explaining things. Apr 25, 2024 · This would also allow AMD cards to get consistent seeds and tensors similar to nVidia generated RNG data as well. See the differentiation between samplers in this 14 image simple prompt generator. I used fixed all the time and never see this behavior. Mar 22, 2024 · Since ComfyUI is a node-based system, you effectively need to recreate this in ComfyUI. So if you convert the seed widgets to inputs you can use the same seed everywhere. randint (1,4294967294) I've used this approach in my integration, and I can confirm that it works wonderfully. Using my save node, you can An intuitive seed control node for ComfyUI that works very much like Automatic1111's seed control. (The last time this was discussed was in 2023 and the discussion was "No I'm not going to implement this", but because A1111 has a CPU-powered mechanism to generate nVidia style tensors and RNGs, I was curious if this could be You signed in with another tab or window. ICU. seed" if you use the KSampler node in your workflow. Make sure you put your Stable Diffusion checkpoints/models (the huge ckpt/safetensors files) in: ComfyUI\models\checkpoints. So from that aspect, they'll never give the same results unless you set A1111 to use the CPU for the seed. filename_prefix - String prefix added to files. It looks intimidating at first, but it’s actually super intuitive. Note that --force-fp16 will only work if you installed the latest pytorch nightly. Reply reply ComfyUI dosn't handle batch generation seeds like A1111 WebUI do (See Issue #165), so you can't simply increase the generation seed to get the desire image from a batch generation. A custom implementation of the worley voronoi noise diagram. The LatentBatchSeedBehavior node is designed to modify the seed behavior of a batch of latent samples. Hope that helps. The only way to keep the code open and free is by sponsoring its development. In commercial planting, seeds are planted 45 cm (1. Therefore, it generates thumbnails by decoding them using the SD1. Provides the ability to change the seed number described above after each prompt. 5 ft) apart and 2. py in the diffusionmodels folder, when replaced with the previous version, fixes the issue also. If you increase this above 1, you'll get more images from your batch up to the max # in your original batch. Input Switch (Disable until * wildcard fix) KSampler (WAS): A sampler that accepts a seed as a node inpu. For instance if you did a batch of 4 and really just want to work on the second image, the batch index would be 1. Same if you download the largest one, it comes with all three Jul 20, 2023 · Random seed for each run; Run txt2img; Pause here, wait for human input. 💡. I use the Global Seed (Inspire) node from the ComfyUI-Inspire-Pack by Lt. web app 可以设置分类，在 comfyui 右键菜单可以编辑更新 web app; 支持动态提示; 支持把输出显示到comfyui背景（TouchDesigner 风格） Support multiple web app switching. Click on the “Queue Prompt ComfyUI Prompt Expansion Dynamic prompt expansion, powered by GPT-2 locally on your device. Check my ComfyUI Advanced Understanding videos on YouTube for example, part 1 and part 2. Filename prefixes are created as prompt hash-prompt style-seed-model name-base {sampler, scheduler, steps, cfg}-refiner {sampler, scheduler, steps, cfg} Seeds are generated in a fixed sequence which restarts every time any input is changed. -- Showcase random and singular seeds-- Dashboard random and singular seeds to manipulate individual image settings In ComfyUI the noise is generated on the CPU. Jul 21, 2023 · ComfyUI is a web UI to run Stable Diffusion and similar models. Output node: False. It is an alternative to Automatic1111 and SDNext. The output is a modified version of the input latent samples, with adjustments made based on the specified seed behavior. Please share your tips, tricks, and workflows for using this software to create your AI art. If you have another Stable Diffusion UI you might be able to reuse the dependencies. It provides several ways of distributing seed numbers to other nodes all without the connecting lines! You just have to set "control_after_generate" widget on nodes to "fixed" for it to work. 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. Simply download this file and extract it with 7-Zip. The Seed of the following images (2 and 3) is different. The x% variation applied to images 2 and 3 Nov 10, 2023 · In the recent "Inspire Pack", various nodes related to the variation seed have been added. I really think the random seed should be changed when you hit queue. Ensure that you save your changes or confirm the entered prompts. The weight of values is different, ComfyUI seems to be more sensitive to higher numbers than A1111. Nov 12, 2023 · 63. The extracted folder will be called ComfyUI_windows_portable. openAI suite, String suite, Latent Tools, Image Tools: These custom nodes provide expanded functionality for image and string processing, latent processing, as well as the ability to interface with models such as ChatGPT/DallE-2. Therefore, you can set the Seed Generator node to random at first, and repeat the generation process, then switch to keep_previous when a good picture is obtained, and fix the seed value thereafter. Masks Nov 7, 2023 · I consistently get much better results with Automatic1111's webUI compared to ComfyUI even for seemingly identical workflows. Authored by chrisgoringe. Load Cache: Load cached Latent, Tensor Batch (image), and Conditioning files. Here you can download my ComfyUI workflow with 4 inputs. The more complex the workflows get (e. (This is a REMOTE controller!!!) When set to control_before_generate, it changes the seed before starting the workflow from the queue prompt. 0 the The GlobalSeed node controls the values of all numeric widgets named 'seed' or 'noise_seed' that exist within the workflow. g: sampler_name, scheduler, cfg, denoise Added to filename in written order. mw tb xw eg uz bn oq yy pq tn