Github ip adapter plus. IP-Adapter-Face-Plus), it means use two adapters together Nov 5, 2023 · ip_adapter-plus_demo: the demo of IP-Adapter with fine-grained features. Mar 27, 2024 · Saved searches Use saved searches to filter your results more quickly How should I go about training the ip adapter plus sdxl for inpainting by providing it a reference image ? #391 opened Jun 28, 2024 by HG2407 Traning Code for SD2. Examples of Kolors-IP-Adapter-Plus results are as follows: Our improvements. old development by creating an account on GitHub. 07. It seems output_3 and output_4 are the most active for the face but FaceID and full/plus face react to weights quite differently. You can remove is for workaround now. ip_adapter-plus_demo: the demo of IP-Adapter with fine-grained features. bin" model of h94/IP-Adapter Reproduction Just take sample code of IP adapter - LCM Lora from new release v0. 0. A stronger image feature extractor. 5 and for SDXL. !!! Exception during processing !!! Traceback (most recent call last): File "C:\\ComfyUI_windows Mar 29, 2024 · here is my error: I've installed the ip-adapter by comfyUI manager (node name: ComfyUI_IPAdapter_plus) and put the IPAdapter models in "models/ipadapter". Dec 27, 2023 · v2 and v1 use same parameters (but train differently, in fact they are training at the same time), but the forward is a little different and use different training tricks. In fact the requirements are complete enough to run about 30 other custom nodes. safetensors, Face model, portraits; Nov 3, 2023 · Hi, I am working on a workflow in which I wanted to have two different ip-adapters: ip-adapter-plus_sd15. Kolors-IP-Adapter-Plus employs chinese prompts, while other methods use english prompts. That unfortunately makes the model for non-commercial use only. Jan 1, 2024 · Describe the bug diffusers\loaders\unet. Dec 7, 2023 · Hi, thank you for sharing such great work！ I have a few questions about finetune ip-adapter-plus-face_sdxl_vit-h. e, I'm currently using open_clip_pytorch (w This is the official repository of our paper:. The IPAdapter are very powerful models for image-to-image conditioning. IP-Adapter-FaceID-PlusV2: face ID embedding (for face ID) + controllable CLIP image embedding (for face structure) You can adjust the weight of the face structure to get different generation! Jun 18, 2024 · I did it this way, but there were errors. is there an SDXL version of this model "ip_adapter-plus-face"? . 5. Hope that helps :) Hello, I would like to know where is the file related to "IP-Adapter SD15 Light"? I can't find any information related to "IP-Adapter SD15 Light" in the now released code. I placed the models in these folders: \ComfyUI\models\ipadapter \ComfyUI\custom_nodes\ComfyUI_IPAdapter_plus\models Still "Load IP Adapter Model" does not see the files. IP-Adapter FaceID provides a way to extract only face features from an image and apply it to the generated image. Aug 1, 2024 · faceid plus uses the embeds from both the clip vision (at 336 in case of Kolors) and insightface. ip-adapter_sdxl is working. What i already try: remove the venv; remove sd-webui-controlnet; Steps to reproduce the problem. Here's the release tweet for SD 1. py --windows-standalone-build --force-fp16 ComfyUI-Manager: installing dependencies The ip_scale parameter is set to 0. The base IPAdapter Apply node will work with all previous models; for all FaceID models you'll find an IPAdapter Apply FaceID node. Nov 1, 2023 · You signed in with another tab or window. - IP-Adapter/tutorial_train_plus. Apr 9, 2024 · I was using the simple workflow and realized that the The Application IP Adapter node is different from the one in the video tutorial, there is an extra "clip_vision_output". We provide IP-Adapter-Plus weights and inference code based on Kolors-Basemodel. Important: this update again breaks the previous implementation. Jan 19, 2024 · Almost every model, even for SDXL, was trained with the Vit-H encodings. The text was updated successfully, but these errors were encountered: Jan 20, 2024 · Hence, IP-Adapter-FaceID = a IP-Adapter model + a LoRA. bin to initialize the MLPProjModel part? If so, do you fixed the MLPProjModel part and only trained the FacePerceiverResampler? Nov 10, 2023 · ip_adapter-plus_demo: the demo of IP-Adapter with fine-grained features. py", line 83, in get_output_data return_values = map_node_over_list(obj, input Dec 5, 2023 · You signed in with another tab or window. 2024-01-08. What CLIP vision model did you use for ip-adapter-plus? Jan 10, 2024 · Update 2024-01-24. 0 and text_prompt=""(or some generic text prompts, e. Oct 7, 2023 · ip-adapter_sdxl_vit-h / ip-adapter-plus_sdxl_vit-h are not working. Discuss code, ask questions & collaborate with the developer community. g. IPAdapter implementation that follows the ComfyUI way of doing things. exe -s ComfyUI\main. ip-adapter_face_id_plus should be paired with ip-adapter-faceid-plus_sd15 [d86a490f] or ip-adapter-faceid-plusv2_sd15 [6e14fc1a]. Lets Introducing the IP-Adapter, an efficient and lightweight adapter designed to enable image prompt capability for pretrained text-to-image diffusion models. 17 🔥 The Kolors-IP-Adapter-Plus weights and infernce code is released! Please check IP-Adapter-Plus for more details. ip_adapter-plus-face_demo: generation with face image as prompt. plus. SDXL FaceID Plus v2 is added to the models list. I just pushed an update to transfer Style only and Composition only. Dec 30, 2023 · Contribute to lovehifi/ComfyUI_IPAdapter_plus. An IP-Adapter with only 22M parameters can achieve comparable or even better performance to a fine-tuned image prompt model. 5 encoders clip model. i am not sure which one is best for users, although i think v2 is better (more consistency and freedom). Steitz and Stefan Roth CVPR, 2024. import torch from diffusers import StableDiffusionXLPipeline, DDIMScheduler from diffusers. Dec 25, 2023 · 🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX. p. utils import load_image from insightface. They've only done two "base/test models" with ViT-g before they stopped using it: ip-adapter_sd15_vit-G and ip-adapter_sdxl. Sep 11, 2023 · Hello. py", line 153, in recursive_execute output_data, output_ui = get_output_data(obj, input_data_all) ^^^^^ File "D:\ComfyUI_windows_portable\ComfyUI\execution. ip-adapter-plus-face_sd15. Dec 11, 2023 · IP Adapter Plus and IP Adapter Full are not supported in diffusers 0. 2 questions: What is the difference between ip_adapter and ip_adapter plus? Also, for the image encoders--what are their actual values? I. Hi, there's a new IP Adapter that was trained by @jaretburkett to just grab the composition of the image. 😅😅😅 All reactions Jan 5, 2024 · You signed in with another tab or window. Dec 9, 2023 · The problem is not solved. You find the new option in the weight_type of the advanced node Mar 24, 2024 · IPAdapterApply no longer exists in the ComfyUI_IPAdapter_plus. Sponsorship. Updated today with manager , and tried my usual workflow which has ipadapter included for faces, when it comes to actually generating the im Jan 21, 2024 · I think I've figured it out, and while the SD model, ip-adapter model, and lora all use the XL version, the "Load CLIP Vision" node still needs to use SD1. However, when I tried to connect it still showed the following picture: I've check Dec 20, 2023 · @cubiq The IP-Adapter-FaceID model include a lora and a ip-adapter, they are trained together, they should use at the same time. You should use a close-up face as the reference. Also you can use IP-Adapter-FaceID together with other IP-Adapter (e. pth 替换了ip-adapter-plus-face_sd15. It's important to recognize that contributors, often enthusiastic hobbyists, might not fully grasp the intricate nature of modifying software and its potential impact on established workflows. You signed out in another tab or window. I updated comfyui and plugin, but still can't find the correct Dec 10, 2023 · Would something interesting happen if we applied IP-Adapter only to the first batch referenced by StyleAligned, or vice versa? It's just a thought, so I'm not sure what would happen. Reinstalled ComfyUI and ComfyUI IP Adapter plus. bin for the face of a character. What should have happened? Using the control model. 3 in SDXL-IP-Adapter-Plus, while Midjourney-v6-CW utilizes the default cw scale. Is tutorial_train_sdxl. Explore the GitHub Discussions forum for cubiq ComfyUI_IPAdapter_plus. File "D:\ComfyUI_windows_portable\ComfyUI\execution. (like the one below) Dec 23, 2023 · How to use diffusers with IPAdapterFaceID and ip_adapter-plus-face together? Thank you! I hope to get your reply. I'm generating thousands of images and comparing them with a face descriptor model. Which makes sense since ViT-g isn't really worth using. app import FaceAnalysis Approach. ip-adapter-plus-face_sdxl_vit-h: ViT-H: SDXL face model: We present: IP Adapter Instruct: By conditioning the transformer model used in IP-Adapter-Plus on additional text embeddings, one model can be used to effectively perform a wide range of image generation tasks with minimal setup. 5 and face models. 5 only [2024-05-08 16:48] pattern faceid. 📖 Introduction. com / tencent-ailab / IP-Adapter. bin', 'ip Mar 31, 2024 · Note that the example custom node and the IP Adapter plus are the only ones installed. Jan 22, 2024 · You signed in with another tab or window. https://huggingface. ComfyUI IPAdapter plus. got prompt [rgthree] Using rgthree's optimized recursive execution. The subject or even just the style of the reference image (s) can be easily transferred to a generation. GitHub Gist: instantly share code, notes, and snippets. ComfyUI reference implementation for IPAdapter models. git # Create directories to store the downloaded files!m kdir-p / content / IP-Adapter / models # Download IP-Adapter model checkpoints!w get-P / content / IP-Adapter / models / https: // huggingface. This time I had to make a new node just for FaceID. - chflame163/ComfyUI_IPAdapter_plus_V2 Dec 20, 2023 · ip_adapter-plus_demo: the demo of IP-Adapter with fine-grained features. . Is there an existing issue for this? I have searched the existing issues and checked the recent builds/commits of both this extension and the webui What happened? The IP-adapter cannot be used for Oct 20, 2023 · Hi! Thanks for making this extension--much appreciated. 2024. Image Encoder: ViT H; Model: IP-Adapter Plus Face; IP-Adapter Plus Face model has the same architecture as the IP-Adapter Plus. py at You signed in with another tab or window. Comparison with Existing Methods. Best Practice. 2023/12/30: Added support for FaceID Plus v2 models. Commit where the Apr 10, 2024 · I did some research on the layers for SD1. or is there a way to use it with SDXL? thank you :) Sign up for a free GitHub account to Jun 14, 2024 · D:+AI\ComfyUI\ComfyUI_windows_portable>. I think it works good when the model you're using understand the concepts of the source image. support Kolors-IP-Adapter-FaceID-Plus #666 opened Jul 31, 2024 by Oct 21, 2023 · IP-Adapter SD15 Plus makes it closer to the reference image, and IP-Adapter SD15 Light makes it closer to your prompt or LoRA. Topics Trending The model is same as ip-adapter-plus model, but use cropped face image as condition. I've seen folks pass this + the main prompt into an unclip node, and the resulting conditioning going downstream (reinforcing the prompt with a visual May 13, 2024 · Everything is working fine if I use the Unified Loader and choose either the STANDARD (medium strength) or VIT-G (medium strength) presets, but I get IPAdapter model not found errors with either of the PLUS presets. May 16, 2024 · The image prompt can be applied across various techniques, including txt2img, img2img, inpainting, and more. bin and ip-adapter-plus-face_sdxl_vit-h. py in a text editor that shows lines like Notepad++ and go to line 36 (or 35 rather) GitHub community articles Repositories. 0 of diffusers & Mar 24, 2024 · You signed in with another tab or window. co / h94 / IP-Adapter / resolve / main / models / ip Dec 25, 2023 · IPAdapter: InsightFace is not installed! Install the missing dependencies if you wish to use FaceID models. bin does not work, even use SD1. Contribute to cubiq/ComfyUI_IPAdapter_plus development by creating an account on GitHub. Update 2023/12/28: . co/h94 Dec 26, 2023 · would like to inquire whether the training code for ip-adapter-plus-face_sdxl has been released. (safetensors|bin)$ list:['ip-adapter-faceid-plusv2_sd15. windows 10 Jan 3, 2024 · ⚠️ Preliminary Data ⚠️ Face Models Comparison I started collecting data about all the face models available for IPAdapter. This can be useful for animations with a lot of frames to reduce the VRAM usage during the image encoding. 2024/05/21: Improved memory allocation when encode_batch_size. IP-Adapter Plus IP-Adapter Plus Face. ip-adapter-plus_sdxl_vit-h: ViT-H: SDXL plus model, stronger: SDXL: Saved searches Use saved searches to filter your results more quickly You are using wrong preprocessor/model pair. Adapters Strike Back Jan-Martin O. Nov 28, 2023 · Contribute to cubiq/ComfyUI_IPAdapter_plus development by creating an account on GitHub. Kolors-IP-Adapter-Plus weights and inference code. Dec 30, 2023 · Contribute to meimeilook/ComfyUI_IPAdapter_plus. Nov 29, 2023 · Hi Matteo. In one ComfyUI implementation of IP_adapter I've seen a CLIP_Vision_Output. py the training code for ip-adapter-plus-face_sdxl? IP-Adapter Plus with Refiners: prerequisites. safetensors, Face model, portraits; Nov 9, 2023 · 用 ip-adapter-full-face_sd15. Launch a generation with ip-adapter_sdxl_vit-h or ip-adapter-plus_sdxl_vit-h. If you only use the image prompt, you can set the scale=1. If only portrait photos are used for training, ID embedding is relatively easy to learn, so we get IP-Adapter-FaceID-Portrait. bin for images of clothes and ip-adapter-plus-face_sd15. Nov 18, 2023 · The ip-adapter-plus_sdxl_vit-h. The proposed IP-Adapter consists of two parts: a image encoder to extract image features from image prompt, and adapted modules with decoupled cross-attention to embed image features into the pretrained text-to-image diffusion model. - Does the IP Adapter support mounting multiple IP Adapter models simultaneously and using multiple reference images at the same time? Nov 28, 2023 · PC : windows 10, 16 gb ddr4-3000, rx 6600, using directml with no additional command parameters. Dec 20, 2023 · ip_adapter-plus_demo: the demo of IP-Adapter with fine-grained features. How many images did you use during training? 2. py", line 780, in _load_ip_adapter_weights num_image_text_embeds = state_dict["image_proj"]["latents"]. Useful mostly for very long animations. Jan 2, 2024 · When training IP-Adapter-FaceID-PlusV2, did you use ip-adapter-faceid_sd15. You can use it without any code changes. You switched accounts on another tab or window. Think of it as a 1-image lora. Why use LoRA? Because we found that ID embedding is not as easy to learn as CLIP embedding, and adding LoRA can improve the learning effect. The model weight is fine-tuned for using a cropped face as the reference. IP-Adapter FaceID. All the requirements are met. Dec 20, 2023 · we present IP-Adapter, an effective and lightweight adapter to achieve image prompt capability for the pre-trained text-to-image diffusion models. Oct 25, 2023 · Saved searches Use saved searches to filter your results more quickly You signed in with another tab or window. py directly, or do I need any spec Dec 10, 2023 · I must confess, this is a common challenge that often deters corporations from embracing the open-source community concept. pth 在webui里，会报错，有什么头绪吗？ （之前是直接把bin重命名为pth可以用） All reactions 2023/12/30: Added support for FaceID Plus v2 models. Here, we use a Q Dec 30, 2023 · Contribute to talk2gpt2/ComfyUI_IPAdapter_plus development by creating an account on GitHub. Can I use tutorial_train_sdxl. Important updates. sd15. \python_embeded\python. 1 Nov 30, 2023 · Describe the bug I am getting key error, while trying to change the ip adapter to "ip-adapter-plus-face_sd15. They don't use it for any other IP-Adapter models and none of the IP-Adapter FaceID models. shape[1] KeyError Mar 30, 2024 · You signed in with another tab or window. - Releases · chflame163/ComfyUI_IPAdapter_plus_V2 Dec 27, 2023 · I tried to use ip-adapter-plus_sd15 with both image encoder modules you provided in huggingface but encountered errors. s. Mar 24, 2024 · Just tried the new ipadapter_faceid workflow: Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community. ComfyUI IPAdapter plus. # Clone the repository!g it clone https: // github. Abstract: Adapters provide an efficient and lightweight mechanism for adapting trained transformer models to a variety of different tasks. 26 🔥 ControlNet and Inpainting Model are released! Please check ControlNet(Canny, Depth) and Inpainting Model for more details. we present IP-Adapter, an effective and lightweight adapter to achieve image prompt capability for the pre-trained text-to-image diffusion models. May 8, 2024 · [2024-05-08 16:48] preset FACEID PLUS - SD1. Jul 26, 2024 · Please check IP-Adapter-FaceID-Plus for more details. What exactly did you do? Open AppData\Roaming\krita\pykrita\ai_diffusion\resources. 2024/05/02: Add encode_batch_size to the Advanced batch node. Reload to refresh your session. The code is memory efficient, fast, and shouldn't break with Comfy updates. ️ Github Sponsor | 🪙 Paypal. This environment is being used to run this minimal set up above. 24. bin model: 1. Is there any other debug information I can provide to help diagnose this? Oct 20, 2023 · Hello, was trying this custom node, selecting ip-adapter_sd15 and ip-adapter_sd15_light bins works great, though the other two throw the following to console: got prompt INFO: the IPAdapter reference image is not a square, CLIPImageProce Dec 8, 2023 · TheCreativeMind changed the title Feature Request IP-Adapter Plus Feature Request: IP-Adapter Plus Features Dec 8, 2023 ltdrdata added the enhancement New feature or request label Dec 15, 2023 Dec 20, 2023 · ip_adapter-plus_demo: the demo of IP-Adapter with fine-grained features. You signed in with another tab or window. The image prompt adapter is designed to enable a pretrained text-to-image diffusion model to generate images with image prompt. Can't find a way to get ControlNet preprocessor: ip-adapter_face_id_plus And, sorry, no, InsightFace+CLIP-H produces way different images compared to what I get on a1111 with ip-adapter_face_id_plu Mar 10, 2011 · Saved searches Use saved searches to filter your results more quickly Jun 5, 2024 · Reference image. If you want to use one of them, you can clone the repository and use the current version 👍 2 haoqiangyu and yiyixuxu reacted with thumbs up emoji Apr 2, 2024 · I'll try to use the Discussions to post about IPAdapter updates. "best quality", you can also use any negative text prompt). Introduction. Contribute to comfyorg/comfyui-ipadapter development by creating an account on GitHub. A copy of ComfyUI_IPAdapter_plus, Only changed node name to coexist with ComfyUI_IPAdapter_plus v1 version. bdvtb azbjlnyj phgsoo impox xumx zejm pwjovo pwsa flha hcvpwy