Github ip adapter plus

Github ip adapter plus. 5 and for SDXL. What should have happened? Using the control model. bin for the face of a character. Launch a generation with ip-adapter_sdxl_vit-h or ip-adapter-plus_sdxl_vit-h. ip-adapter_face_id_plus should be paired with ip-adapter-faceid-plus_sd15 [d86a490f] or ip-adapter-faceid-plusv2_sd15 [6e14fc1a]. 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. Hi, there's a new IP Adapter that was trained by @jaretburkett to just grab the composition of the image. Kolors-IP-Adapter-Plus weights and inference code. 2024-01-08. If you only use the image prompt, you can set the scale=1. Best Practice. i am not sure which one is best for users, although i think v2 is better (more consistency and freedom). 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. (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. ComfyUI IPAdapter plus. 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. Nov 29, 2023 · Hi Matteo. 5 only [2024-05-08 16:48] pattern faceid. 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. Dec 25, 2023 · 🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX. Here, we use a Q Dec 30, 2023 · Contribute to talk2gpt2/ComfyUI_IPAdapter_plus development by creating an account on GitHub. Here's the release tweet for SD 1. You switched accounts on another tab or window. 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. 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>. Jan 1, 2024 · Describe the bug diffusers\loaders\unet. py at You signed in with another tab or window. 24. - 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. The subject or even just the style of the reference image (s) can be easily transferred to a generation. SDXL FaceID Plus v2 is added to the models list. p. Lets Introducing the IP-Adapter, an efficient and lightweight adapter designed to enable image prompt capability for pretrained text-to-image diffusion models. Also you can use IP-Adapter-FaceID together with other IP-Adapter (e. Abstract: Adapters provide an efficient and lightweight mechanism for adapting trained transformer models to a variety of different tasks. Reinstalled ComfyUI and ComfyUI IP Adapter plus. What i already try: remove the venv; remove sd-webui-controlnet; Steps to reproduce the problem. GitHub Gist: instantly share code, notes, and snippets. 2024/05/21: Improved memory allocation when encode_batch_size. 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. s. Dec 30, 2023 · Contribute to lovehifi/ComfyUI_IPAdapter_plus. pth 替换了ip-adapter-plus-face_sd15. sd15. 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. You signed out in another tab or window. A stronger image feature extractor. 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. Aug 1, 2024 · faceid plus uses the embeds from both the clip vision (at 336 in case of Kolors) and insightface. They don't use it for any other IP-Adapter models and none of the IP-Adapter FaceID models. Dec 9, 2023 · The problem is not solved. ip-adapter_sdxl is working. 5. Reload to refresh your session. 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. we present IP-Adapter, an effective and lightweight adapter to achieve image prompt capability for the pre-trained text-to-image diffusion models. got prompt [rgthree] Using rgthree's optimized recursive execution. This environment is being used to run this minimal set up above. 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. 😅😅😅 All reactions Jan 5, 2024 · You signed in with another tab or window. Update 2023/12/28: . Important updates. ip-adapter-plus-face_sd15. 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". 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. - IP-Adapter/tutorial_train_plus. Sep 11, 2023 · Hello. ip_adapter-plus-face_demo: generation with face image as prompt. Comparison with Existing Methods. We provide IP-Adapter-Plus weights and inference code based on Kolors-Basemodel. plus. In one ComfyUI implementation of IP_adapter I've seen a CLIP_Vision_Output. 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. IP-Adapter Plus IP-Adapter Plus Face. IPAdapter implementation that follows the ComfyUI way of doing things. If only portrait photos are used for training, ID embedding is relatively easy to learn, so we get IP-Adapter-FaceID-Portrait. Kolors-IP-Adapter-Plus employs chinese prompts, while other methods use english prompts. 5 encoders clip model. py the training code for ip-adapter-plus-face_sdxl? IP-Adapter Plus with Refiners: prerequisites. I just pushed an update to transfer Style only and Composition only. utils import load_image from insightface. bin" model of h94/IP-Adapter Reproduction Just take sample code of IP adapter - LCM Lora from new release v0. safetensors, Face model, portraits; Nov 9, 2023 · 用 ip-adapter-full-face_sd15. 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. In fact the requirements are complete enough to run about 30 other custom nodes. old development by creating an account on GitHub. 0. 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. IP-Adapter FaceID. app import FaceAnalysis Approach. May 8, 2024 · [2024-05-08 16:48] preset FACEID PLUS - SD1. Jan 22, 2024 · You signed in with another tab or window. Commit where the Apr 10, 2024 · I did some research on the layers for SD1. !!! 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". 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. You should use a close-up face as the reference. - chflame163/ComfyUI_IPAdapter_plus_V2 Dec 20, 2023 · ip_adapter-plus_demo: the demo of IP-Adapter with fine-grained features. 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. Topics Trending The model is same as ip-adapter-plus model, but use cropped face image as condition. bin model: 1. 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. 07. Dec 20, 2023 · ip_adapter-plus_demo: the demo of IP-Adapter with fine-grained features. 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. (safetensors|bin)$ list:['ip-adapter-faceid-plusv2_sd15. File "D:\ComfyUI_windows_portable\ComfyUI\execution. 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. Introduction. 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. is there an SDXL version of this model "ip_adapter-plus-face"? . 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. Important: this update again breaks the previous implementation. Adapters Strike Back Jan-Martin O. https://huggingface. ComfyUI IPAdapter plus. Nov 1, 2023 · 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. I'm generating thousands of images and comparing them with a face descriptor model. 2023/12/30: Added support for FaceID Plus v2 models. 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. 📖 Introduction. \python_embeded\python. 2 questions: What is the difference between ip_adapter and ip_adapter plus? Also, for the image encoders--what are their actual values? I. ComfyUI reference implementation for IPAdapter models. 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. 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. You signed in with another tab or window. That unfortunately makes the model for non-commercial use only. 2024. 3 in SDXL-IP-Adapter-Plus, while Midjourney-v6-CW utilizes the default cw scale. Oct 7, 2023 · ip-adapter_sdxl_vit-h / ip-adapter-plus_sdxl_vit-h are not working. An IP-Adapter with only 22M parameters can achieve comparable or even better performance to a fine-tuned image prompt model. co/h94 Dec 26, 2023 · would like to inquire whether the training code for ip-adapter-plus-face_sdxl has been released. Discuss code, ask questions & collaborate with the developer community. # Clone the repository!g it clone https: // github. e, I'm currently using open_clip_pytorch (w This is the official repository of our paper:. bin', 'ip Mar 31, 2024 · Note that the example custom node and the IP Adapter plus are the only ones installed. com / tencent-ailab / IP-Adapter. Nov 28, 2023 · Contribute to cubiq/ComfyUI_IPAdapter_plus development by creating an account on GitHub. windows 10 Jan 3, 2024 · ⚠️ Preliminary Data ⚠️ Face Models Comparison I started collecting data about all the face models available for IPAdapter. - 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. 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. Dec 11, 2023 · IP Adapter Plus and IP Adapter Full are not supported in diffusers 0. 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. shape[1] KeyError Mar 30, 2024 · You signed in with another tab or window. This time I had to make a new node just for FaceID. 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. bin for images of clothes and ip-adapter-plus-face_sd15. 0 and text_prompt=""(or some generic text prompts, e. Think of it as a 1-image lora. py --windows-standalone-build --force-fp16 ComfyUI-Manager: installing dependencies The ip_scale parameter is set to 0. g. IP-Adapter FaceID provides a way to extract only face features from an image and apply it to the generated image. Jan 19, 2024 · Almost every model, even for SDXL, was trained with the Vit-H encodings. May 16, 2024 · The image prompt can be applied across various techniques, including txt2img, img2img, inpainting, and more. Which makes sense since ViT-g isn't really worth using. 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. 5 and face models. 17 🔥 The Kolors-IP-Adapter-Plus weights and infernce code is released! Please check IP-Adapter-Plus for more details. ip_adapter-plus_demo: the demo of IP-Adapter with fine-grained features. py", line 153, in recursive_execute output_data, output_ui = get_output_data(obj, input_data_all) ^^^^^ File "D:\ComfyUI_windows_portable\ComfyUI\execution. The base IPAdapter Apply node will work with all previous models; for all FaceID models you'll find an IPAdapter Apply FaceID node. 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. Useful mostly for very long animations. Dec 30, 2023 · Contribute to meimeilook/ComfyUI_IPAdapter_plus. 2024/05/02: Add encode_batch_size to the Advanced batch node. 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. What exactly did you do? Open AppData\Roaming\krita\pykrita\ai_diffusion\resources. You can use it without any code changes. 26 🔥 ControlNet and Inpainting Model are released! Please check ControlNet(Canny, Depth) and Inpainting Model for more details. 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. Jan 2, 2024 · When training IP-Adapter-FaceID-PlusV2, did you use ip-adapter-faceid_sd15. py", line 780, in _load_ip_adapter_weights num_image_text_embeds = state_dict["image_proj"]["latents"]. I think it works good when the model you're using understand the concepts of the source image. The model weight is fine-tuned for using a cropped face as the reference. 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. Jul 26, 2024 · Please check IP-Adapter-FaceID-Plus for more details. 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. The IPAdapter are very powerful models for image-to-image conditioning. 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. What CLIP vision model did you use for ip-adapter-plus? Jan 10, 2024 · Update 2024-01-24. Nov 18, 2023 · The ip-adapter-plus_sdxl_vit-h. exe -s ComfyUI\main. Examples of Kolors-IP-Adapter-Plus results are as follows: Our improvements. bin does not work, even use SD1. Image Encoder: ViT H; Model: IP-Adapter Plus Face; IP-Adapter Plus Face model has the same architecture as the IP-Adapter Plus. import torch from diffusers import StableDiffusionXLPipeline, DDIMScheduler from diffusers. Can I use tutorial_train_sdxl. Sponsorship. py in a text editor that shows lines like Notepad++ and go to line 36 (or 35 rather) GitHub community articles Repositories. How many images did you use during training? 2. ️ Github Sponsor | 🪙 Paypal. Oct 25, 2023 · Saved searches Use saved searches to filter your results more quickly You signed in with another tab or window. The code is memory efficient, fast, and shouldn't break with Comfy updates. . 0 of diffusers & Mar 24, 2024 · You signed in with another tab or window. bin and ip-adapter-plus-face_sdxl_vit-h. Is tutorial_train_sdxl. All the requirements are met. Steitz and Stefan Roth CVPR, 2024. You can remove is for workaround now. This can be useful for animations with a lot of frames to reduce the VRAM usage during the image encoding. Contribute to cubiq/ComfyUI_IPAdapter_plus development by creating an account on GitHub. "best quality", you can also use any negative text prompt). The text was updated successfully, but these errors were encountered: Jan 20, 2024 · Hence, IP-Adapter-FaceID = a IP-Adapter model + a LoRA. Contribute to comfyorg/comfyui-ipadapter development by creating an account on GitHub. Explore the GitHub Discussions forum for cubiq ComfyUI_IPAdapter_plus. A copy of ComfyUI_IPAdapter_plus, Only changed node name to coexist with ComfyUI_IPAdapter_plus v1 version. pueeyr twbkca onmbr hsfdwc moptdu arwzc tfqn gyqia yoiy hwe