Comfyui lora not working. Then type out a test prompt with the LoRA at the end. Has an Jun 16, 2024 · Should now work with newest ComfyUI version. Added human readable date formatting. Jun 5, 2024 · LoRA: Face ID SD 1. The duplication of both the manually installed jovimetrixNodePack_v09 and the Manager-installed Jovimetrix is causing conflicts. 10. Checkpoints --> Lora. - Issues · comfyanonymous/ComfyUI Jun 12, 2024 · Remarks. after tried many thing finally solved the problems. 0. weight lora key not loaded: lora_te1_encoder_layer_8_attention_self_value. Drag the full size png file to ComfyUI’s canva. This does not work with the automatic naming/captioning system. zip Getting a list of "lora key not loaded" in ComfyUI: lora key not loaded: transformer. diffusion_model. add_k_proj. Using xformers attention in VAE missing {'cond_stage_model. The Lora won’t work, it’s ignored in Comfy. ComfyUI breaks down a workflow into rearrangeable elements so you can easily make your own. That way you don't have to unchain them every time you try a new combination. 8>. 5 and SDXL (make sure lora with SDXL are don select the lora tab click on the lora model (it will add the prompt in the prompt window) there you probably want to lower the weight of the model by lower the "1" in the lora prompt to whatever is recommended on the civitai page, usually 0. That means you just have to refresh after training (and select the LoRA) to test it! Making LoRA has never been easier! I'll link my tutorial. (and u/Exciting_Gur5328) . What could be the problem? Graphics card: 2060s 8gb ComfyUI (Nightly) Then I make two basic pipes, one with LoRA A and one with LoRA B, feed the model/clip each into a separate conditioning box. I just ran into this issue too on Windows. Download ComfyUI SDXL Workflow. 5; IP-Adapter Face ID uses InsightFace to extract the Face ID embedding from the reference image. Not sure what's happening Oct 7, 2023 · However, I'm pretty sure I don't need to use the Lora loaders at all since it appears that by putting <lora:[name of file without extension]:1. suuuuup, :Dso, with set latent noise mask, it is trying to turn that blue/white sky into a space ship, this may not be enough for it, a higher denoise value is more likely to work in this instance, also if you want to creatively inpaint then inpainting models are not as good as they want to use what exists to make an image more than a normal model. It does work if connected with lcm lora, but the images are too sharp where it shouldn't be (burnt), and not sharp enough where it should be. Still not as convenient as typing a name, unfortunately. \python_embeded\python. lora_name. then 'Lora keys not loaded' and 'missing Clip blah blah' will disappear and Lora works well. Possibly caused by Comfy's update to LoraLoader a couple of days ago? Mar 21, 2023 · #stablediffusionart #stablediffusion #stablediffusionai In this Video I have Explained Basic Img2img Workflows In ComfyUI In detail. Bare in mind I'm running ComfyUI on a Kaggle notebook, on Python 3. Settings used: env. Rebuilt the workflow or changed a few settings with same checkpoint and it's not blurry anymore. In short my personal LoRA are working and the studio ghibli I downloaded via api are working but when I try to use some other ones like dreamshaper 8 it is not working, I get like a 100 lines of these errors. X:X. Nov 11, 2023 · I had not isolated this to the Lora yet, but that does seem to work without it. 75 GiB reserved in total by PyTorch) If reserved memory is >> allocated memory try setting max_split_size_mb to avoid fragmentation. py 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. 65 looks something like this: <lora:yourloramodel:1> 1. Restart ComfyUI; Note that this workflow use Load Lora node to Sep 15, 2023 · The problem I encountered is as follows: • ComfyUI + SD1. You need to use the accompanying LoRA with the Face ID model. Please keep posted images SFW. Their file size generally is in the order of hundreds MB. attn. A LoRA mask is essential, given how important LoRAs in current ecosystem. got prompt model_type EPS adm 2816 Using xformers attention in VAE Working with z of shape (1, 4, 32, 32) = 4096 dimensions. Download it from here, then follow the guide: Trained LoRA tags not working in ComfyUI I've trained a LoRA using Kohya_ss, however when I load the LoRA in ComfyUI and use the tag words, it doesn't generate the image e. Is this not a thing normally done? I’ve seen it a lot in the A4 Feb 18, 2024 · FYI it's not widely known as far as I know, but Kohya has not had a fully functional text encoder training available since day one of SDXL release. I see a lot of tutorials demonstrating LoRa usage with Automatic111 but not many for comfyUI. io このワークフローでt2iでの画像生成ができます。 画像にワークフローが入っているのでComfyUIで画像をLOAD Jul 5, 2024 · On Wed, Jul 17, 2024 at 12:21 AM nikolaiusa ***@***. 1937 64 bit (AMD64)] ** Python executable: C:\Users\<USERNAME>\Desktop\ComfyUI_windows_portable\python_embeded\python Dec 19, 2023 · ComfyUI was created in January 2023 by Comfyanonymous, who created the tool to learn how Stable Diffusion works. Welcome to the unofficial ComfyUI subreddit. ***> wrote: but in the console there are errors as if the lora is not working a key not loaded: lora_te1_encoder_layer_8_attention_self_value. Just like A1111 LoRA is loaded but the trigger words are not written pic. 57 GiB Requested : 25. Instead of building a workflow from scratch, we’ll be using a pre-built workflow designed for running SDXL in ComfyUI. - comfyanonymous/ComfyUI LoRA files can be used together with a checkpoint to apply specific styles to AI generated images. You can Load these images in ComfyUI to get the full workflow. exe -s ComfyUI\main. If the author or some code master has time, PLS create a lora-block-weight node for comfyUI, Thank you. How to install SDXL with comfyui: https://youtu You probably just need to update your ComfyUI (git pull), as support for Control-LoRA was newly added just a few days ago. Dec 19, 2023 · ComfyUI was created in January 2023 by Comfyanonymous, who created the tool to learn how Stable Diffusion works. safetensors E: \ ComfyUI \ models \ loras \ lcm lora sdv1-5. Queue. Feb 15, 2024 · 0. github. When it comes to particularly stubborn Custom Node installs require a manual 'nudge' to succeed I know I can do it with Comfy on its own (not inside Stabilty Matrix). If you mean that applying or not applying the LoRA node does not affect the results, check the terminal log for LoRA loading errors. They have since hired Comfyanonymous to help them work on internal tools. time_embed. . Don’t forget to change the image size to 768 x 512 pixels! We would like to show you a description here but the site won’t allow us. The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface. Loras that are located in the /models/lora folder are not in the list to be used by Lora nodes. It is recommended . 2. Step 1: Loading the Default ComfyUI Workflow. The other way is by double clicking the canvas and search for Load LoRA. Aug 22, 2023 · I tried 3 different workflows for using the new Control LoRA with SDXL and in all cases the generation speed is incredibly low (about 30 minutes for one image). transformer_blocks. Allocation on device 0 would exceed allowed memory. Loras are patches applied on top of the main MODEL and the CLIP model so to use them put them in the models/loras directory and use the LoraLoader node like this: Feb 7, 2024 · Hi Larry I install a clean version of comfyui following your guide I already have little experience installing python program in a venv environment but wen I install your extension it uninstall the pytorch and its dependency and replace Aug 26, 2024 · Expected Behavior I expect it to merge the Lora into the Flux model and save it in the ComfyUI\\models\\diffusion_models folder. Ksampler takes only one model. Sep 22, 2023 · This section provides a detailed walkthrough on how to use embeddings within Comfy UI. 00 MiB (GPU 0; 11. 51 GiB already allocated; 178. Aug 16, 2024 · It is not clear that LoRA does not work. 8:db85d51, Feb 6 2024, 22:03:32) [MSC v. And a few Lora’s require a positive weight in the negative text encode. There are custom nodes to mix them, loading them altogether, but Mar 14, 2023 · I'm trialing Forge + one ComfyUI in SM (Stabilty Matrix) which I'm hesitant to include my two other ComfyUI installs so I keep them seperate. some of your custom node installations are outside the scope of the Manager due to manual installations. clip_l. I have some lora converted with this script. yaml", line 9, column 12 models/Lora models Mar 14, 2023 · I'm trialing Forge + one ComfyUI in SM (Stabilty Matrix) which I'm hesitant to include my two other ComfyUI installs so I keep them seperate. Aug 9, 2024 · a-l-e-x-d-s-9 commented 3 weeks ago. pop that json into your comfyui. The LoraLoader node is designed to dynamically load and apply LoRA (Low-Rank Adaptation) adjustments to models and CLIP instances based on specified strengths and LoRA file names. Or do something even more simpler by just paste the link of the loras in the model download link and then just change the files to the different folders. 6> Not quite sure if this is working. It is crucial for identifying the correct Lora model file from the designated folder. I can’t use the refiner in A1111 because the webui will crash when swapping to the refiner, even though I use a 4080 16gb. ComfyUI is an incredible tool for AI image generation. lora_A. Has anyone else had this issue and how can I get past it. To give you an idea of how powerful it is: StabilityAI, the creators of Stable Diffusion, use ComfyUI to test Stable Diffusion internally. no waffle, no detail, just get it working. Works with SD 1. 1. To facilitate the listing, you could start to type "<lora:" and then a bunch of lora appears to choose from and filter the request the more you type the name of the lora. Belittling their efforts will get you banned. If not using LCM, the images are straight terrible, they get slightly better if I reduce the cfg, but worse in quality too. g. The available options are determined by the files present in the "loras Tried new LCM Loras. Added dark mode toggle. A girl in office, white professional shirt <lora:ip-adapter-faceid_sd15_lora:0. But I can’t seem to figure out how to pass all that to a ksampler for model. Now that FLUX came out and we discovered that LoRA's are trainable someone had the great idea to integrate Kohya_ss LoRA trainer (one of the most used if not THE most used LoRA trainer for Stable DIffusion) in ComfyUI by creating the nodes to load the dataset, the settings and the training modules based on Kohya_ss. 00 MiB Device limit : 11. Please share your tips, tricks, and… This is a custom node pack for ComfyUI. This is especially useful if you intend on sharing your workflows and want to make it easier for users to use them instead of having to download images separately. You switched accounts on another tab or window. You signed out in another tab or window. Install the ComfyUI dependencies. The negative has a Lora loader. Please share your tips, tricks, and workflows for using this software to create your AI art. weight lora key not loaded: lora_te1_encoder_layer_8 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. The last in the flow chain gets connected to everything else. May 1, 2024 · C:\Users\<USERNAME>\Desktop\ComfyUI_windows_portable>. 20K subscribers in the comfyui community. The one for SD1. If you are successful, you should now have a dataset all ready! It's likely that some concepts didn't match the settings that you used. You can use the same workflow with Stable Diffusion v1. Loads an image from the URL and makes it available for use in your workflow. safetensors Apr 27, 2024 · Note: Do not change the "Batch Size" setting in the blue vertical column of settings. 543521 ** Platform: Windows ** Python version: 3. In Automatic1111, for example, you load and control the strength by simply typing something like this: <lora:Dragon_Ball_Backgrounds_XL:0. This part of the ComfyUI code is not messed with often, but with SD3 being released and some SD3 lora tech being worked on, it seems comfy has his hand forced to modify the model patching code. 5 \ sdxl must be renamed and placed in the ComfyUI \ models \ loras \ directory, otherwise krita will not be able to find the path and recognize it. 5 custom models. safetensors', 'image': None, 'type': 'loras'}' not in (list of length 72) Output will be ignored Failed to vali The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface. Fixed json formatting bug when updating metadata that prevented the safetensors file from working correctly Feb 24, 2024 · ComfyUI is a node-based interface to use Stable Diffusion which was created by comfyanonymous in 2023. It explains that embeddings can be invoked in the text prompt with a specific syntax, involving an open parenthesis, the name of the embedding file, a colon, and a numeric value representing the strength of the embedding's influence on the image. I slapped it together now, I didn't have time to document but run through it nad let me know what questions you have what parts are confusing or why I did certain things. weight Nov 17, 2023 · Dear friend, lcm lora 1. The workflow is like this: If you see red boxes, that means you have missing custom nodes. py --windows-standalone-build ** ComfyUI startup time: 2024-04-30 09:03:38. 00 MiB free; 11. Testing Flux Lora created with SimpleTuner training. Aug 22, 2023 · Install various Custom Nodes like: Stability-ComfyUI-nodes, ComfyUI-post-processing, WIP ComfyUI’s ControlNet preprocessor auxiliary models (make sure you remove previous version comfyui_controlnet_preprocessors if you had it installed) and MTB Nodes. For comparison, 30 steps SDXL dpm2m sde++ takes 20 seconds. For example: E: \ ComfyUI \ models \ loras \ lcm lora sdv1-5. Loras are patches applied on top of the main MODEL and the CLIP model so to use them put them in the models/loras directory and use the LoraLoader node like this: In This video you shall learn how you can add and apply LORA nodes in comfyui and apply lora models with ease. It provides nodes that enable the use of Dynamic Prompts in your ComfyUI. Welcome to the official subreddit of the PC Master Race / PCMR! All PC-related content is welcome, including build help, tech support, and any doubt one might have about PC ownership. Actual Behavior It starts as if it is working. From here, we can click the little red and black symbol with a yellow circle under the generate button to open the LoRA dropdown, and select the LoRA tab. X or something. When I used models that have a base model of SD 1. Don't use the 'LoadLoraModelOnly' node, use 'Load Lora' node and connect the clip node. py' didn't work. Aug 16, 2024 · Download this lora and put it in ComfyUI\models\loras folder as an example. ComfyUI is new User inter 6 days ago · All LoRA flavours: Lycoris, loha, lokr, locon, etc are used this way. Thanks ! unfortunately it seems there is another problem now : got prompt [rgthree] Using rgthree's optimized recursive execution. This is something I have been chasing for a while. Multiple characters from separate LoRAs interacting with each other. I am using the basic comyui Lora work flow on google colas. Restart ComfyUI at this point. Dec 6, 2023 · I just reviwed your log. Not all prompts in my example usually come out well first try. If you have another Stable Diffusion UI you might be able to reuse the dependencies. I feed the latent from the first pass into sampler A with conditioning on the left hand side of the image (coming from LoRA A), and sampler B with right-side conditioning (from LoRA B). 1. Jul 1, 2023 · Attempting to load a lora in pipeLoader or pipeKSampler fails with the error: "'str' object has no attribute 'keys'". Download it from here, then follow the guide: Mar 3, 2024 · You signed in with another tab or window. Follow the ComfyUI manual installation instructions for Windows and Linux. A lot of people are just discovering this technology, and want to show off what they created. 5 works great. Does it fix hands? Please keep posted images SFW. Note that I started using Stable Diffusion with Automatic1111 so all of my lora files are stored within StableDiffusion\models\Lora and not under ComfyUI. Contribute to CavinHuang/comfyui-nodes-docs development by creating an account on GitHub. I've noticed it months ago, certain word combo and same checkpoints and lora and some of my pictures turn out blurry, not everyone, but 2 out of 5 turn out fine. Or just skip the lora download python code and just upload the lora manually to the loras folder. safetensors lcm lora sdxl. Used the same as other lora loaders (chaining a bunch of nodes) but unlike the others it has an on/off switch. But what do I do with the model? The positive has a Lora loader. 0 seconds: E:\ComfyUI\custom_nodes\comfyui_lora_tag_loader Once I disable comfyui_dagthomas it work and restart is working just like it was Feb 6, 2024 · ComfyUIを立ち上げて、LoRAを導入する方法をご紹介します！そしてComfyUIでLoRAを使う方法は勿論、複数のLoRAを適用して画像を生成する方法についても解説しています。とっても簡単にLoRAを導入できますので、ぜひ本記事を参考にしてください。 Jul 2, 2024 · The Lora model will also be applied to this component to ensure consistency between the model and the clip. Jul 6, 2024 · What is ComfyUI? ComfyUI is a node-based GUI for Stable Diffusion. They were made to work with WD14 Tagger. Link to Lora. All LoRA flavours: Lycoris, loha, lokr, locon, etc… are used this way. selfie. My sdxl Lora works fine with base sdxl and dreamxl in A1111 but I want to try it in ComfyUI with the refiner. [rgthree] First run patching recursive_output_delete_if_changed and recursive_will_execute. This parameter specifies the name of the Lora model to be loaded. 11. The nodes provided in this library are: Random Prompts - Implements standard wildcard mode for random sampling of variants and wildcards. 67 votes, 24 comments. sh. 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. weight lora key Feb 7, 2024 · ComfyUI_windows_portable\ComfyUI\models\upscale_models. The old days it was due to Vlads or A1111, and not using the "trigger" word. The nodes highlight in here you go. lora_down. [1] ComfyUI looks Masking does not affect LoRA scheduling unless you set unet weights to 0 for a LoRA. 8 (tags/v3. lora_up. Here's what ended up working for me: a111: base_path: C:\Users\username\github\stable-diffusion-webui\ checkpoints: models/Stable-diffusion configs: models/Stable-diffusion vae: models/VAE loras: | models/Lora models/LyCORIS upscale_models: | models/ESRGAN models/RealESRGAN models/SwinIR embeddings: embeddings hypernetworks: models/hypernetworks After a lot of frustration, not finding a solution anywhere, I noticed I was using Lora models that were based on a different SD model than I had. Two others (lcm-lora-sdxl and lcm-lora-ssd-1b) generate images around 1 minute 5 steps. Launch ComfyUI by running python main. You can just do the “Wrong” loRA. At the same time, SDXL itself works great, generating two 1024x1024 images in 29 seconds. 5 model and v1. 76 GiB Free (according to CUDA): 41. You can construct an image generation workflow by chaining different blocks (called nodes) together. And above all, BE NICE. Apr 2, 2023 · Hello, lora-block-weight is a good extension, Recently, due to work reasons, we have to transfer the workflow from auto111 to comfyUI. • ComfyUI + SDXL + LoRA + Trigger doesn’t output images as expected. And just to be clear: I’m adding three LoRAs to my model flow here: the “Wrong” LoRA we’re discussing, one to make things look more artful, and the Stability AI offset LoRA. Aug 11, 2024 · It work now in comfyui, I have create two lora today and both work in the original flux model and in gguf 4 and gguf 8 model too, but it don't work with nf4. Aug 25, 2023 · The sdxl-wrong-lora LoRA Loaded in ComfyUI. 5 + LoRA + Trigger works fine. Hello everyone, I've been experimenting with SDXL last two days, and AFAIK, the right way to make LORAS work, is to load them after the base model, since loading them for the refiner model does not seem to be doing anything. It defaults to --flux_lora_target=all whereas previous behavior was equivalent to --flux_lora_target=mmdit. Unlike other Stable Diffusion tools that have basic text fields where you enter values and information for generating an image, a node-based interface is different in the sense that you’d have to create nodes to build a workflow to generate images. However, lora-block-weight is essential. logit_ Failed to validate prompt for output 178: LoraLoaderAdvanced 194: Value not in list: lora_name: '{'content': 'Cute_3D_Cartoon. 5 LCM-LoRA. 81 MiB PyTorch limit (set by user-supplied memory fraction) Sep 11, 2023 · When using a Lora loader (either ComfyUI nodes or extension nodes), only items in the Lycoris folder are shown. It would clutter less the workflow. So it is not surprising that the majority of lora haven't touched a portion of the available featureset, when it is only something you can train using repo like OneTrainer or HCP Diffusion. Load the default ComfyUI workflow by In the ComfyUI, add the Load LoRA node in the empty workflow or existing workflow by right clicking the canvas > click the Add Node > loaders > Load LoRA. Added metadata editor. Jun 14, 2024 · You signed in with another tab or window. Error: lora key not loaded model. It facilitates the customization of pre-trained models by applying fine-tuned adjustments without altering the original model weights directly, enabling more flexible LORAs work for me in ComfyUI and that's how I connect them, Reply reply The Lora doesn't work in any other workflows either. 98 GiB total capacity; 11. You can find them by right-clicking and looking for the LJRE category, or you can double-click on an empty space and search for "caption". Jul 13, 2023 · when testing LoRAs from bmaltais' Kohya's GUI (too afraid to try running the scripts directly). We show you how to train Loras exclusively in ComfyUIGithubhttps://github. Make sure all the relevant IPAdapter/ClipVision models are saved in the right directory with the right name Make sure the FaceID LoRA is installed in the right directory comfyui节点文档插件,enjoy~~. So just add 5/6/however many max loras you'll ever use, then turn them on/off as needed. 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. Comment: This is probably because the new --flux_lora_target option introduced in commit bghira/SimpleTuner@ a4f3385. Unlock a whole new level of creativity with LoRA!Go beyond basic checkpoints to design unique- Characters- Poses- Styles- Clothing/OutfitsMix and match di Welcome to the unofficial ComfyUI subreddit. Members Online • baxmax11 ComfyUI LORA upvote 1 day ago · Intro. Sep 8, 2023 · Same problem on my GPU when I use a LORA : 'HIP out of memory. FEATHER When you use MASK or IMASK , you can also call FEATHER(left top right bottom) to apply feathering using ComfyUI's FeatherMask node. 4. You can Load these images in ComfyUI (opens in a new tab) to get the full workflow. Such as jovimetrixNodePack_v09. 5 it worked Aug 26, 2023 · A quick no frills tutorial on how to get lora working. Use ComfyUI Manager to install the missing nodes. com/LarryJane491/Lora-Training-in-Comfy### Join and Support me ###Support me on Pat Jan 20, 2024 · ComfyUIでLoRAを使う方法について調べてみました。 ワークフロー ComfyUIの公式のExamplesにLoRA1個、2個使うワークフローが掲載されています。 Lora Examples Examples of ComfyUI workflows comfyanonymous. [1] ComfyUI looks ComfyUI-DynamicPrompts is a custom nodes library that integrates into your existing ComfyUI Library. /custom_nodes/l Jul 29, 2023 · Eventually add some more parameter for the clip strength like lora:full_lora_name:X. (out of memory) Currently allocated : 9. You need to use a v1. Lora usage is confusing in ComfyUI. Apr 30, 2024 · Here’s how you can incorporate LoRAs into your workflow in ComfyUI to unlock new creative possibilities. Mar 31, 2023 · Plan and track work mapping values are not allowed here in "D:\ComfyUI_windows_portable\ComfyUI\extra_model_paths. Some commonly used blocks are Loading a Checkpoint Model, entering a prompt, specifying a sampler, etc. This custom node lets you train LoRA directly in ComfyUI! By default, it saves directly in your ComfyUI lora folder. If I copy the Lora files into the Lycoris folder, and refresh the webpage, they will show up in the Lora loader node. Aug 7, 2023 · In my case 'convert_diffusers_sdxl_lora_to_webui. 1> I can load any lora for this prompt. got prompt File not found: . Reload to refresh your session. Also, if this is new and exciting to you, feel free to post, but don't spam all your work. Thank you for this useful node! One little issue: Installed using comfy ui manager. Then, select our newly trained LoRA ("Example-Session" if the session name was unchanged). Default workflow, just stick lora info in there on the screen. The LoRA Caption custom nodes, just like their name suggests, allow you to caption images so they are ready for LoRA training. I don't get any errors or weird outputs from the GUI or scripts during training (and this doesn't happen with every LoRA), so I have literally no way to predict which LoRAs will do this. Tried to allocate 36. You can create your own workflows but it’s not necessary since there are already so many good ComfyUI workflows out there. I wish you have a nice day! Oct 5, 2023 · An amazing new AI art tool for ComfyUI! This amazing node let's you use a single image like a LoRA without training! In this Comfy tutorial we will use it We would like to show you a description here but the site won’t allow us. zdcom lfmh shaze wwfzg dfpjanxx qzhuxxmx noqmdei ndbpdbs nyhwerc oxxnbut