Github ip adapter plus. An IP-Adapter with only 22M parameters can achieve comparable or even better performance to a fine-tuned image prompt model. Lets Introducing the IP-Adapter, an efficient and lightweight adapter designed to enable image prompt capability for pretrained text-to-image diffusion models. Important: this update again breaks the previous implementation. bfloat16 Mar 31, 2024 · Note that the example custom node and the IP Adapter plus are the only ones installed. pth 替换了ip-adapter-plus-face_sd15. IP-Adapter FaceID. first question: What should I pass in the ip_adapter_image parameter in the prepare_ip_adapter_image_embeds function You are using wrong preprocessor/model pair. Contribute to cubiq/ComfyUI_IPAdapter_plus development by creating an account on GitHub. Dec 20, 2023 · ip_adapter-plus_demo: the demo of IP-Adapter with fine-grained features. https://huggingface. ip-adapter_face_id_plus should be paired with ip-adapter-faceid-plus_sd15 [d86a490f] or ip-adapter-faceid-plusv2_sd15 [6e14fc1a]. 17 🔥 The Kolors-IP-Adapter-Plus weights and infernce code is released! Please check IP-Adapter-Plus for more details. Mar 24, 2024 · IPAdapterApply no longer exists in the ComfyUI_IPAdapter_plus. The image prompt can be applied across various techniques, including txt2img, img2img, inpainting, and more. This time I had to make a new node just for FaceID. ip-adapter-plus_sdxl_vit-h: ViT-H: SDXL plus model, stronger: SDXL: Oct 25, 2023 · Saved searches Use saved searches to filter your results more quickly Apr 10, 2024 · I did some research on the layers for SD1. Apr 2, 2024 · I'll try to use the Discussions to post about IPAdapter updates. They don't use it for any other IP-Adapter models and none of the IP-Adapter FaceID models. You can use it without any code changes. 0 and text_prompt=""(or some generic text prompts, e. 0. Can you help me answer these questions? Thank you very much. All the requirements are met. Examples of Kolors-IP-Adapter-Plus results are as follows: Our improvements. The IP Adapter Plus model allows for users to input an Image Prompt, which is then passed in as conditioning for the image generation process. safetensors, Plus model, very strong ip-adapter-plus-face_sd15. "best quality", you can also use any negative text prompt). 26 🔥 ControlNet and Inpainting Model are released! Please check ControlNet(Canny, Depth) and Inpainting Model for more details. 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". This environment is being used to run this minimal set up above. [Feature Request] Will Ip-adapter plus support Kolor model and Flux model? Dec 28, 2023 · 2023/12/30: Added support for FaceID Plus v2 models. 07. 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. We provide IP-Adapter-Plus weights and inference code based on Kolors-Basemodel. py the training code for ip-adapter-plus-face_sdxl? Nov 10, 2023 · ip_adapter-plus_demo: the demo of IP-Adapter with fine-grained features. Is there any other debug information I can provide to help diagnose this? Contribute to cubiq/ComfyUI_IPAdapter_plus development by creating an account on GitHub. yaml file. You signed out in another tab or window. Saved searches Use saved searches to filter your results more quickly Dec 30, 2023 · Contribute to liunian-zy/ComfyUI_IPAdapter_plus development by creating an account on GitHub. 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 Dec 30, 2023 · Contribute to talk2gpt2/ComfyUI_IPAdapter_plus development by creating an account on GitHub. You switched accounts on another tab or window. The Plus model is not intended to be seen as a "better" IP Adapter model - Instead, it focuses on passing in more fine-grained details (like positioning) versus "general concepts" in the image. Nov 5, 2023 · ip_adapter-plus_demo: the demo of IP-Adapter with fine-grained features. safetensors , Stronger face model, not necessarily better Dec 28, 2023 · Total VRAM 81251 MB, total RAM 2063598 MB Set vram state to: NORMAL_VRAM Device: cuda:0 NVIDIA A100-SXM4-80GB : cudaMallocAsync VAE dtype: torch. Dec 30, 2023 · Contribute to meimeilook/ComfyUI_IPAdapter_plus. co/h94 Jan 10, 2024 · Update 2024-01-24. Is tutorial_train_sdxl. ️ Github Sponsor | 🪙 Paypal. 0 scale, all settings are the same with a fixed seed, so this is the base Dec 20, 2023 · ip_adapter-plus_demo: the demo of IP-Adapter with fine-grained features. However, when I tried to connect it still showed the following picture: I've check IP-Adapter Plus with Refiners: prerequisites. 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 A copy of ComfyUI_IPAdapter_plus, Only changed node name to coexist with ComfyUI_IPAdapter_plus v1 version. Note that there are 2 transformers in down-part block 2 so the list is of length 2, and so do the up-part block 0. old development by creating an account on GitHub. @article{li2023w-plus-adapter, author = {Li, Xiaoming and Hou, Xinyu and Loy, Chen Change}, title = {When StyleGAN Meets Stable Diffusion: a $\mathcal{W}_+$ Adapter for Personalized Image Generation}, journal = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition}, year = {2024} } Dec 20, 2023 · ip_adapter-plus_demo: the demo of IP-Adapter with fine-grained features. I just pushed an update to transfer Style only and Composition only. safetensors, Face model, portraits; You signed in with another tab or window. Mar 1, 2024 · Lets start with an initial image without prompts, I'm using the IP Adapter PLUS with a 1. Comparison with Existing Methods. shape[1] KeyError Dec 11, 2023 · IP Adapter Plus and IP Adapter Full are not supported in diffusers 0. bin to initialize the MLPProjModel part? If so, do you fixed the MLPProjModel part and only trained the FacePerceiverResampler? Nov 10, 2023 · 用 ip-adapter-full-face_sd15. bin does not work, even use SD1. GitHub Gist: instantly share code, notes, and snippets. 5 encoders clip model. ComfyUI reference implementation for IPAdapter models. Compare Result: Reference Image : Prompt : Kolors-IP-Adapter-Plus Result : SDXL-IP-Adapter-Plus Result : Midjourney-v6-CW Result : 一个看向远山的少女形象 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. 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 signed in with another tab or window. Specifically, we use the face detection model in the insightface library to filter out images containing only 1 face. 2024/05/02: Add encode_batch_size to the Advanced batch node. - IP-Adapter/tutorial_train_plus. py", line 780, in _load_ip_adapter_weights num_image_text_embeds = state_dict["image_proj"]["latents"]. You find the new option in the weight_type of the advanced node Aug 1, 2024 · faceid plus uses the embeds from both the clip vision (at 336 in case of Kolors) and insightface. 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. ip-adapter-plus_sd15. Dec 28, 2023 · Total VRAM 81251 MB, total RAM 2063598 MB Set vram state to: NORMAL_VRAM Device: cuda:0 NVIDIA A100-SXM4-80GB : cudaMallocAsync VAE dtype: torch. Useful mostly for very long animations. ip_adapter-plus-face_demo: generation with face image as prompt. 📖 Introduction. Is there any other debug information I can provide to help diagnose this?. What exactly did you do? Open AppData\Roaming\krita\pykrita\ai_diffusion\resources. 5 and face models. You can remove is for workaround now. The text was updated successfully, but these errors were encountered: Apr 24, 2024 · hi！ I'm having some problems using the ip adapter FaceID PLus. Apr 4, 2024 · In this example. Jan 1, 2024 · Describe the bug diffusers\loaders\unet. 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. 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. safetensors, Face model, portraits; 2024/05/21: Improved memory allocation when encode_batch_size. safetensors , Face model, portraits ip-adapter-full-face_sd15. A stronger image feature extractor. 0 for IP-Adapter in the second transformer of down-part, block 2, and the second in up-part, block 0. py at Dec 28, 2023 · 2023/12/30: Added support for FaceID Plus v2 models. Dec 26, 2023 · would like to inquire whether the training code for ip-adapter-plus-face_sdxl has been released. In fact the requirements are complete enough to run about 30 other custom nodes. We set scale=1. The IPAdapter are very powerful models for image-to-image conditioning. Sponsorship. ComfyUI IPAdapter plus. The subject or even just the style of the reference image (s) can be easily transferred to a generation. Kolors-IP-Adapter-Plus weights and inference code. ip-adapter-plus-face_sdxl_vit-h: ViT-H: SDXL face model: Sep 11, 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. - chflame163/ComfyUI_IPAdapter_plus_V2 Nov 18, 2023 · The ip-adapter-plus_sdxl_vit-h. IP-Adapter FaceID provides a way to extract only face features from an image and apply it to the generated image. Think of it as a 1-image lora. 2024. A copy of ComfyUI_IPAdapter_plus, Only changed node name to coexist with ComfyUI_IPAdapter_plus v1 version. Dec 24, 2023 · You signed in with another tab or window. This can be useful for animations with a lot of frames to reduce the VRAM usage during the image encoding. 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. bin and ip-adapter-plus-face_sdxl_vit-h. Reload to refresh your session. 24. You can also use any custom location setting an ipadapter entry in the extra_model_paths. Which makes sense since ViT-g isn't really worth using. The base IPAdapter Apply node will work with all previous models; for all FaceID models you'll find an IPAdapter Apply FaceID node. ip-adapter-plus-face_sd15. If you only use the image prompt, you can set the scale=1. - Releases · chflame163/ComfyUI_IPAdapter_plus_V2 Jan 2, 2024 · When training IP-Adapter-FaceID-PlusV2, did you use ip-adapter-faceid_sd15. Jan 19, 2024 · Almost every model, even for SDXL, was trained with the Vit-H encodings. Nov 29, 2023 · The pre-trained models are available on huggingface, download and place them in the ComfyUI/models/ipadapter directory (create it if not present). Dec 10, 2023 · You signed in with another tab or window. 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 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 Nov 28, 2023 · Contribute to cubiq/ComfyUI_IPAdapter_plus development by creating an account on GitHub. g. py in a text editor that shows lines like Notepad++ and go to line 36 (or 35 rather) We use some public datasets （e. SDXL FaceID Plus v2 is added to the models list. IPAdapter also needs the image encoders. Aug 1, 2024 · Please check IP-Adapter-FaceID-Plus for more details. Best Practice. That unfortunately makes the model for non-commercial use only. LAION) to obtain training datasets, in particular, we also used some AI-synthesized images. kfaj xwjifg wpfn dury nzzo mnawx nrjw aennv nzuu nmy