Comfyui two lora However, the generation speed drops significantly with each added LORA. The comfyUI equivalent to Regional Prompter is "Attention Couple", but I am not sure if it will handle two LoRAs. I'm aware of the extra_model_paths. Multiple characters from separate LoRAs interacting with each other. I have separate folders in my Loras folder for each type of In this tutorial i am gonna show you how to combine multiple loras using comfyui to generates unic images style #stablediffusion #comfyui #aianimation Chapit We will use ComfyUI, an alternative to AUTOMATIC1111. Using 2 or more LoRAs in ComfyUI . Sign in Product GitHub Copilot. This workflow includes two lora loaders and one upscale by By combining multiple LoRAs, users can unlock new possibilities and create highly customized and intricate designs. When using one LORA, I didnt notice a drop in speed (Q8). Civitai will show you what they work on. example to lora. |大家好，我是卡卡，这是一个在ComfyUI中进行一键训练LORA的工作流，分为训练集自动打标和LORA训练 Thanks for your input and for taking the time to create that screen. Joining two strings in ComfyUI . " In ComfyUI inputs and outputs of nodes are only processed once the user queues a . json, edit the file with your own trigger words and description. Share Sort by: Best. 8>. You can finde the example workflow in the examples fold. But captions are just half of the process for LoRA training. Multiple lora references for Comfy are simply non-existant, not even in Youtube where 1000 hours of video are uploaded Lora usage is confusing in ComfyUI. Best. One of the main things I do in A1111 is I'll use Adetailer in combination with a lora for the face. Set the correct LoRA within each node and include the relevant trigger words in the text prompt before clicking the Queue Prompt. Inpainting with an uploaded mask . In Automatic1111, for example, you load and control the strength by simply typing something like this: <lora:Dragon_Ball_Backgrounds_XL:0. Image-to-image. I wanted something that made working with LoRAs easier and faster, without any added bloat. I have 2 characters I want to pose together using their own individual Lora. Combine it using what's described For a slightly better UX, try a node called CR Load LoRA from Comfyroll Custom Nodes. Open comment sort options. (lora_name-000001) Select the first lora. 💡 . ℹ️ See More Information. It is compatible with all models. I can convert these segs into two masks, one for each person. On the other hand, in ComfyUI you load the Imagine I have two people standing side by side. Sort by: Best. A: Click on "Queue Prompt. One of the people is then replaced The other day on the comfyui subreddit, I published my LoRA Captioning custom nodes, very useful to create captioning directly from ComfyUI. This was incredibly easy to setup in auto1111 with the composable lora + latent couple extensions, but it seems an impossible mission in Comfy. Navigation Menu Toggle navigation. Rendering Videos with your LoRA in ComfyUI . These are examples demonstrating how to use Loras. With four LORA, the speed drops x3. Regional Prompter can handle two LoRAs when you switch from "Attention" mode to "Latent" mode. Skip to content. venture70 • You can't Q: I connected my nodes and nothing happens. Using textual inversion in ComfyUI . upd. So I created another one to train a LoRA model directly from ComfyUI! Are there madlads out here working on a LoRA mask extension for ComfyUI? That sort of extension exists for Auto1111 (simply called LoRA Mask), and it is the one last thing I'm missing between the two UIs. , applying LoRA to different characters). Add a Comment. I load the models fine and connect the proper nodes, and they work, but I'm not sure how to use them properly to mimic other webuis behavior. As of Monday, December 2nd, ComfyUI now supports masking and scheduling LoRA and model weights natively as part of its conditioning system. While you could add multiple Load LoRA nodes to your workflow, a more efficient Lora Examples. => Place the downloaded lora model in ComfyUI/models/loras/ folder. Image-to-image workflow in ComfyUI . With our current values, the console has shown this during sampling: Hook Keyframe - start_percent:0. Top. Select the number of the highest lora you want to test. For example have a CarLora generate 50% of the steps and then swap to TankLora the rest. And a few Lora’s require a positive weight in the negative text encode. Contribute to lrzjason/Comfyui-In-Context-Lora-Utils development by creating an account on GitHub. 1, or sdXL models and don't work with checkpoints they weren't trained on. This is a cleaned up workflow that uses in context lora to help create realistic product mockups given a user's uploaded logo (or any image). 0 Hook Contribute to lrzjason/Comfyui-In-Context-Lora-Utils development by creating an account on GitHub. What was wondering was if upscale benefits from using LoRA. I see LoRA info updated in the node, but my connected nodes aren't reacting or doing anything or showing anything. So just add 5/6/however many max It will save the LoRA every two epochs by default. Each part needs to be turned on and off according to the instructions. 0 = 0. Heres’s mine: I use a couple of custom nodes -LoRA Stacker (from the Efficiency Nodes set) along feeding into CR Apply LoRA Stack node (from the Comfyroll set). ; Run ComfyUI, drag & drop the workflow and enjoy! Follow me on: The folder is ComfyuiMainFolder\models\loras Loras are made for either 1. The problem arises when you want to use more than one Lora. Currently B-LoRA models only works with SDXL (sdxl_base_1. Select the amount of loras you want to test. You can use it on Windows, Mac, or Google Colab. I’m using the princess Zelda LoRA, hand pose This is one of the most basic workflows with lora included that you can use if you are starting to generate images. But with two or more, the speed drops several times. All LoRA flavours: Lycoris, loha, lokr, locon, etc are used this way. I've only yesterday started using LoRA's. My custom nodes felt a little lonely without the other half. There are custom nodes to mix them, loading them altogether, but Automatically selects X amount of loras between two numbers. so I wrote a custom node that shows a Lora's trigger words, examples and what base model it Place the downloaded models in the “ComfyUI\models\loras” directory, then restart or refresh the ComfyUI interface to load the corresponding LoRA models. You can Load these images in Been playing around with ComfyUI and got really frustrated with trying to remember what base model a lora uses and its trigger words. Generate one character at a time and remove the background with Rembg Background Removal Node for ComfyUI. This is a one click training workflow for LORA in ComfyUI, which is divided into two parts: automatic marking of the training set and LORA training. Outputs list of loras like this: <lora:name:strength> Trying to find a system to organise Loras into respective folder categories. Old. So, I usually use A1111 but I want to switch to comfyui. New. Since models need to be versioned, for your convenience, I suggest renaming the model files with a version prefix like “SD1. Used the same as other lora loaders (chaining a bunch of nodes) but unlike the others it has an on/off switch. A tutorial on how to add multiple LoRAs in your ComfyUI workflows. Put the example images in the images folder. yaml file (and have renamed the file accordingly), however editing this doesn't change anything. If you need help setting up the workflow in ComfyUI, we have a video for that here: As the train continues, you can test Both Create Hook Model as LoRA and Create Hook LoRA nodes have an optional prev_hooks input – this can be used to chain multiple hooks, allowing to use multiple LoRAs and/or Model-as-LoRAs together, at whatever strengths you desire. Find and fix vulnerabilities Actions. Upscaling. If you set the url you can view the online lora information by clicking Lora Info Online node menu. Ksampler takes only one model. With B-LoRA: By implicitly decomposing a single image into its style and content representation captured by B-LoRA, we can perform high quality style-content mixing and even swapping the style and content between two stylized images. 5, 2. Note that lora's name is consistent with local. I had input their Lora in the prompt, but it keeps making just one, or mixing their details. yaml file uses an intuitive indentation method for its files within the Lora folder, This is the right answer for what you are trying to do (i. Many threads that I've seen discuss this seem to centre around A1111 which from the . I can extract separate segs using the ultralytics detector and the "person" model. But what do I do with the model? The positive has a Lora loader. 5-ModelName,” or without renaming, create a new folder in the corresponding model directory A tutorial on how to add multiple LoRAs in your ComfyUI workflows. I Using multiple LoRA's in ComfyUI. In guide we will generate a GTA 6 styled image and a blend of pixel art and oil painting i In this tutorial i am gonna show you how to combine multiple loras using comfyui to generates unic images style #stablediffusion #comfyui #aianimation Chapitresmore. The negative has a Lora loader. The result is not always perfect, the starting image is very important. Simple errors in node connections and entered prompts lead not only to disastrous images but also to the author's frustration! So relax! Upload this WF, set up the Loras You can, for example, generate 2 characters, each from a different lora and with a different art style, or a single character with one set of loras In this workflow, a picture with two people is first created with a character LoRA. The same person is then shown twice in the image. The update also has an extensive ModelPatcher rework and introduction of wrappers and callbacks to make custom node implementations require less hacks, but this blog post will As with lots of things in ComfyUI there are multiple ways to do this. I have trained many loras and concepts even together yeah it does work you can easily separate two concepts but not two individual people. I actually had worked on this and stopped when I heard about the new built-in model I’ve been trying different techniques to apply two Loras at different steps of generation. Textual Inversion. Could someone help me i guess, build a workflow for a comfyui alternative to that? I There have been other solutions for dealing with LoRAs visually in ComfyUI, but none of them hit the mark for me, and most of them made working with LoRAs slower than normal. After experimenting with it Download Lora Model: => Download the FLUX FaeTastic lora from here, Or download flux realism lora from here. I’ve trained two objects as Loras and I’d like to make a hybrid of these two. Generate a fitting background. Q&A. The problem was solved after the last update, at least on Q8. I want to apply separate LoRAs to each person. Basic Inpainting. How to use LoRA in ComfyUI . I guess my formulated question was a bit vague. With people it really struggles to work as they are two of the same concept (a person, man, woman, human its all linked the model knows what a human is) When you try train faces of humans together it just doesn't work. I helped myself with this workflow, maybe it will be useful for someone else. I've trained a LoRA with two different photo sets/modes, and different trigger (unique trained) words to distinguish them, but was using A1111 (or Vlad) at the time, and never have tried it in ComfyUI yet. Controversial. Inpainting with an inpainting model . json. . For example, imagine I want spiderman on the left, and superman on the right. But I can’t seem to figure out how to pass all that to a ksampler for model. The output from the latter is a model with all the LoRAs included, which can then route into your KSampler This is something I have been chasing for a while. 0 On a1111 the positive "clip skip" value is indicated, going to stop the clip before the last layer of the clip. One of the people is then replaced using a second LoRA. Read the ComfyUI Thanks to city96 for active development of the node. If you prefer using a ComfyUI service, Think Diffusion offers our readers an extra 20% credit. Automate any workflow Created by: TryMyBest: I tried in vain to fit 2 LoRAs into one image. In this workflow, a picture with two people is first created with a character LoRA. Using an AI upscaler in Created by: kaka: |Hello everyone, I am Kaka. A LoRA mask is essential, given how important LoRAs in current ecosystem. e. Loras have to be formatted like the default kohya_ss outputs. Inpainting with a standard model . Download Loras here I found I can send the clip to negative text encode . Repeat the two previous steps for all characters. There are many regional conditioning solutions available, but as soon as you try to add LoRA data to the conditioning channels, the LoRA data seems to overrun the whole generation. In guide we will generate a GTA 6 styled image and a blend of pixel art and oil painting i I'm struggling to prevent blending the effects of multiple loras in Comfy, without success so far comfyui workflow. Comfy does the same just denoting it negative (I think it's referring to the Python idea that uses negative values in array indices to denote last elements), let's say ComfyUI is more programmer friendly; then 1(a111)=-1(ComfyUI) and so on (I mean the clip skip values and no Renamed lora. Write better code with AI Security. gzbhl embffi cux dgnwhoc tdfj aiaypbij cmhyl qtfjhv scykix duhp