Ip adapter sdxl github

Ip adapter sdxl github. main. 8k. from_pretrained works fine. 3) not found by version 3. Attempt at cog wrapper for IP_Adapter-face for SDXL - GitHub - chigozienri/cog-ip_adapter-sdxl: Attempt at cog wrapper for IP_Adapter-face for SDXL Dec 20, 2023 · Introduction. This is an alternative implementation of the IPAdapter models for Huggingface Diffusers. Files. My previous workflow using ip-adapter-faceid_sdxl_lora was no longer working as expected and was giving fairly poor This isn't really a ComfyUI_IPAdapter_plus problem, but I'd like to see if anyone else is experiencing the same problem. #7. Nov 10, 2023 · ip_adapter_sdxl_demo: image variations with image prompt. Fork 4. IP-Adapter-FaceID-Portrait with SDXL model? #314 opened Mar 11, 2024 by dawei03896 Confusion about image data normalization while training Aug 24, 2023 · putuoka commented on Aug 24, 2023. py. I just installed ComfyUI and freshly installed ComfyUI_IPAdapter_plus today, so I don't think it's an iss Sep 5, 2023 · but when i load it for my sdxl inpainting model : RuntimeError: Error(s) in loading state_dict for ImageProjModel: size mismatch for proj. We still use the original recipe (77M parameters, a single inference) to drive StableDiffusion-XL. weight: copying a param with shape torch. 0. laksjdjf IPAdapter-ComfyUI. Then, you can run predictions: cog predict -i image=@ai_face2. bin. #313. Image Encoder: ViT BigG; Model: IP-Adapter SDXL; This is the original SDXL version of the IP-Adapter. I wonder if there is not an issue with the ipadapter_plus extension itself which causes it to not look in all of the correct directories. 9. It uses the bigger Jan 28, 2024 · It is also required to rename models to ip-adapter_instant_id_sdxl and control_instant_id_sdxl so that they can be correctly recognized by the extension. sdxl-plusv2 seems not perform well. It is too big to display, but you can still download it. Before training, we first crop out the face, the code we use is as follows: app. InstantID takes 2 models on the UI. bin from huggingface has 288 keys. Projects. An IP-Adapter with only 22M parameters can achieve comparable or even better performance to a fine-tuned image prompt model. model: we use full tokes (256 patch tokens + 1 cls tokens) and use a simple MLP to get face features. 1. 2 or 3. 3-cp310 Aug 18, 2023 · ip-adapter_sdxl. upgrade pip python_embeded\python. It would be great to see an updated README to reflect the newly released experimental SDXL version of IP-Adapter-FaceID which is already hosted on HuggingFace. xiaohu2015 mentioned this issue on Dec 26, 2023. There are two versions of IP-Adapter SDXL. #277. Jan 15, 2024 · IPAdapterFaceID SDXL. You can use it without any code changes. Also the scale and the CFG play an important role in the quality of the generation. 5: ip-adapter-plus-face_sd15: ViT-H: Face model, use only for faces: v1. Reload to refresh your session. 0 before linear_proj layer. 5: ip-adapter_sd15_vit-G: ViT-bigG: Base model trained with a bigG encoder: SDXL: ip-adapter_sdxl: ViT-bigG: Base SDXL model Nov 10, 2023 · data: we remove some small faces and do some crop augmentions. mashb1t mentioned this issue on Jan 15. ViT BigG version. So that seems that implementing this feature will be more complex than I thought. Sep 22, 2023 · Download and put prebuilt Insightface package into the stable-diffusion-webui (or SD. 51 MB. Code. Nov 6, 2023 · ip_adapter_face_sdxl. Cog packages machine learning models as standard containers. 0 controlnet module:ip-adapter_clip_sdxl_plus_vith model: Manage cookies. Star 3. Dec 22, 2023 · How to use the diffusers for ip-adapter-faceid_sd15_lora. 5: ip-adapter-full-face_sd15: ViT-H: Strongher face model, not necessarily better: v1. Open. ip adapter v2 #1842. Sep 27, 2023 · yes sorry, ip-adapter_sdxl_vit-h. Here's the release tweet for SD 1. aihu20. exe -m pip install insightface. ipynb. 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. Size([8192, 1280]) from checkpoint, the shape in current model is torch. Next) root folder (where you have "webui-user. No virus. 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. In total, the IP-Adapter in my case has 61 million trainable parameters. History. #254. Then install Insightface: pip install insightface-0. safetensors. ; image: Reference image. png -i prompt="photo of a beautiful girl wearing casual shirt in a garden Dec 6, 2023 · 2023-12-06 09:11:45,283 INFO No model matches IP-Adapter model search paths: ip-adapter_sd15 2023-12-06 09:11:45,283 WARNING Missing IP-Adapter model for SD XL 2023-12-06 09:11:45,283 INFO Available IP-Adapter models: 2023-12-06 09:11:45,283 INFO No model matches IP-Adapter model search paths: ip-adapter_sdxl_vit-h Dec 20, 2023 · enhancement. Specifically, the input data will contain 1~4 images and is all padded to 4. to join this conversation on GitHub. All the pipelines supporting IP-Adapter accept a ip_adapter_image_embeds argument. ipadapter model; ControlNet model; How to use. co / h94 / IP-Adapter / resolve / main / models / ip Jan 20, 2024 · Everything about IP-Adapter-Face. Already have an account? Saved searches Use saved searches to filter your results more quickly Thanks for your great work! I am confused when I try to train ip-adapter-plus and load the checkpoint of ip-adapter-plus_sdxl_vit-h. com / tencent-ailab / IP-Adapter. Can I use tutorial_train_sdxl. Could you explain what is the difference Dec 29, 2023 · Saved searches Use saved searches to filter your results more quickly Oct 13, 2023 · High cpu RAM usage when loading the IP-Adapter in Colab bug Something isn't working #9 opened Aug 22, 2023 by amida47 Black image is generated. bin? Sign up for a free GitHub Jan 29, 2024 · There is a chance that you named the instant id's controlnet model as ip-adapter_instant_id_sdxl, so that the unit0 is complaining not finding an IPAdapter unit before it to read embedding from. IP-Adapter. Aug 18, 2023 · Saved searches Use saved searches to filter your results more quickly Aug 17, 2023 · We have also trained the SDXL version and will release the model after verifying the results. tencent-ailab / IP-Adapter Public. I found Dec 1, 2023 · The image prompt adapter is designed to enable a pretrained text-to-image diffusion model to generate images with image prompt. All reactions Sep 12, 2023 · You signed in with another tab or window. Connect a mask to limit the area of application. If you need to run the IP-Adapter multiple times with the same image, you can encode the image once and save the embedding to the disk. They don't use it for any other IP-Adapter models and none of the IP-Adapter FaceID models. mashb1t mentioned this issue on Jan 9. ip_adapter_sdxl_controlnet_demo. Hi, I am trying to train SDXL with full CLIP embeddings and want to start with your pretrained weights. we present IP-Adapter, an effective and lightweight adapter to achieve image prompt capability for the pre-trained text-to-image diffusion models. Command Line Arguments Nov 5, 2023 · 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? model: xl base 1. #229. Nov 9, 2023 · Assignees. I think it works good when the model you're using understand the concepts of the source image. in the tests we showcase how to combine IP-Adapter with You signed in with another tab or window. liking midjourney, while being free as stable diffusiond. Already have an account? Dec 29, 2023 · I will note that I have the ip-adapters stored in two places now. Somehow the recommendation of fonik000 worked to show the exact same options and preprocessors that the original CN has, but there were some errors here and there, so I decided to go back to the integrated CN, and to be honest after testing I see that the pre-installed preprocessor in this integrated CN "InsightFace+CLIP-H (IPAdapter)" does pretty good - if not better - job than the "ip Nov 6, 2023 · You signed in with another tab or window. Nov 29, 2023 · ip-adapter-plus_sd15: ViT-H: Plus model, very strong: v1. Nov 2, 2023 · IP-Adapter / sdxl_models / ip-adapter_sdxl_vit-h. [2023/8/30] 🔥 Add an IP-Adapter with face image as prompt. tencent-ailab / IP-Adapter. If you remove the ip_adapter things start working again. 5k. I was talking about the ip-adapter_sdxl. Jan 3, 2024 · Speaking of ControlNet, and bringing the topic back to IP-Adapter settings: I had superb results with the "cubiq FaceID recipe" (the best settings this repo's author has found so far), and the official Stable Diffusion MiDaS depth controlnet (also mentioned in the linked comment). We are collaborating with HuggingFace, and a more powerful adapter is in the works. model: Connect the SDXL base and refiner models. IP-Adapter can be generalized not only to other custom [2023/9/08] 🔥 Update a new version of IP-Adapter with SDXL_1. cometothed4rkside opened this issue Aug 21, 2023 · 1 comment. 483. The comparison of IP-Adapter_XL with Reimagine XL is shown as follows: Improvements in new version (2023. g. delete the __pycache__ directories from inside ipadapter extension and reactor if you have it just in case. Already have an account? Sign in to comment. 1 and 0. [2023/9/05] 🔥🔥🔥 IP-Adapter is supported in WebUI and ComfyUI (or ComfyUI_IPAdapter_plus). xiaohu2015 opened this issue on Jan 20 · 3 comments. Issues 143. Oct 24, 2023 · Fooocus is an excellent SDXL-based software, which provides excellent generation effects based on the simplicity of. Do not share my personal information. I will use the DreamShaper SDXL model for SDXL versions of the IP-Adapter. Next) root folder run CMD and . Pull requests 2. Dec 20, 2023 · You signed in with another tab or window. Due to the limited computing resources, those adapters still need further improvement. Size([32768, 1280]). Notifications. First, download the pre-trained weights: cog run script/download-weights. bin in huggingface h94/IP-Adapter. I'll run my face recognition code to see how much worse it is. IP-Adapter FaceID provides a way to extract only face features from an image and apply it to the generated image. IP-Adapter FaceID. Attempt at cog wrapper for IP_Adapter-face for SDXL - Actions · nerohoop/cog-ip-adapter-sdxl . 3 Feb 5, 2024 · gsrujana on Feb 2. YoucanBaby closed this as completed on Jan 8. mashb1t changed the title Support for IP-Adapter-FaceID Support for IP-Adapter-FaceID-SDXL on Jan 5. size mismatch for proj. Downloaded from repo SDXL again and now IP for SD15 - now I can enable IP adapters /r/StableDiffusion is back open after the protest of Reddit killing open API access, which will bankrupt app developers, hamper moderation, and exclude blind users from the site. there is no drop-down list to pick the ip adapters (adapter name), that field is now free text; enumerating ip adapter scales has no effect on the generation, and the description of each picture generated lists ip adapter scale same as the one selected in the slider IPAdapter multimodal prompts for SDXL #229. Actions. Cannot retrieve latest commit at this time. Aug 22, 2023 · # Clone the repository!g it clone https: // github. New issue. Dec 7, 2023 · [CVPR 2024] X-Adapter: Adding Universal Compatibility of Plugins for Upgraded Diffusion Model - will ip adapter trained based on sd 1. Size([8192 Dec 12, 2023 · the ID embedding from a face face recognition model, you can just add it the same as CLIP image embedding. More information can be found here. 8): Switch to CLIP-ViT-H: we trained the new IP-Adapter with OpenCLIP-ViT-H-14 instead of OpenCLIP-ViT-bigG Dec 8, 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/tutorial_train_sdxl. Weifeng-Chen opened this issue last month · 3 comments. 5 be able to work on sdxl? Feb 15, 2023 · We release T2I-Adapter-SDXL, including sketch, canny, and keypoint. Security. About the training code for ip-adapter-plus-face_sdxl #202. Jan 20, 2024 · We also did some data augmentation, the most important thing is to crop images with different face proportions so that the model can generate images with various face proportions, such as full-body or half-body photos. json This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. IP Adapter SDXL Demo - RTX4090. can it also work together with face plus? in my benchmark run, sdxl face id is better than sd 1. It's not following ComfyUI module design nicely, but I just want to set it up for quick testing. 5 but not as bad as others are painting it. ; clip_vision: Connect to the output of Load CLIP Vision. Detected Pickle imports (3) IP-Adapter image embeddings and masking. FooocusControl inherits the core design concepts of fooocus, in order to minimize the learning threshold, FooocusControl has the same UI interface as fooocus (only in the Nov 5, 2023 · The image prompt adapter is designed to enable a pretrained text-to-image diffusion model to generate images with image prompt. You switched accounts on another tab or window. I modified "num_tokens" in tutorial_train_sdxl. / ip_adapter_sdxl_controlnet_demo. The main differences with the offial repository: supports multiple input images (instead of just one) supports weighting of input images. One was trained with ViT BigG, and the other was trained with ViT H. bat" file) From stable-diffusion-webui (or SD. 8): Switch to CLIP-ViT-H: we trained the new IP-Adapter with OpenCLIP-ViT-H-14 instead of OpenCLIP-ViT-bigG You signed in with another tab or window. 4rc1. Jan 10, 2024 · Update 2024-01-24. install insightface python_embeded\python. No branches or pull requests. Hi, I have a dreambooth finetuned SDXL model that I want to use with IP adpater. eezywu opened this issue last week · 2 comments. download history blame contribute delete. What should have happened? Should have been able to use the IP-Adapter. ip-adapter_sd15_vit-G: ViT-bigG: Base model trained with a bigG encoder: SDXL: ip-adapter_sdxl: ViT-bigG: Base SDXL model, mostly deprecated: SDXL: ip-adapter_sdxl_vit-h: ViT-H: New base SDXL model: SDXL: ip-adapter-plus_sdxl_vit-h: ViT-H: SDXL plus model, stronger: SDXL: ip-adapter-plus-face_sdxl_vit-h: ViT-H: SDXL face model {"payload":{"allShortcutsEnabled":false,"fileTree":{"":{"items":[{"name":"assets","path":"assets","contentType":"directory"},{"name":"ip_adapter","path":"ip_adapter Jan 19, 2024 · Almost every model, even for SDXL, was trained with the Vit-H encodings. - IP-Adapter-FaceID-Portrait with SDXL model? Dec 25, 2023 · xiaohu2015 mentioned this issue on Dec 26, 2023. The model performs well when training with ~10000 samples, but generates images with 'pink filter' when training with ~100000 samples. Star 2. Thank you for your attention to IP-Adapter. - GitHub - tencent-ailab/IP-Adapter at You signed in with another tab or window. supports negative input image (sending noisy negative images arguably grants better results) Dec 27, 2023 · I saw that this has already been discussed in this topic. Jan 22, 2024 · ComfyUI InstantID. Sep 30, 2023 · SD1IPAdapter implements the IP-Adapter logic: it “targets” the UNet on which it can be injected (= all cross-attentions are replaced with the decoupled cross-attentions) or ejected (= get back to the original UNet) It builds upon Refiners’ Adapter API. But since ReActor or Roop, uses the same insightface method for facial features extraction, and works fine within auto1111, it is still possible to implement. 6. Commit where the problem happens. 703 MB LFS support safetensors 5 months ago; ip-adapter_sdxl_vit-h. You signed out in another tab or window. 5 and for SDXL. Hi, there's a new IP Adapter that was trained by @jaretburkett to just grab the composition of the image. Anyone can express their opinions to promote further improvement of IP-Adapter. Feb 9, 2024 · Issue Description. One is the . Feb 5, 2024 · Thanks for the great work! I met a strange problem when I try to train a model based on IP-adapter-base-sdxl. IP-Adapter can be generalized not only to other custom Dec 25, 2023 · be sure to have the latest version of ipadapter extension installed. Jan 8, 2024 · from my testing the SDXL is not as good as SD1. Did you use 1024x1024 images for training on SDXL ipadapter model since pretrained SDXL model was trained with 1024x1024 images? or did you use 51 Nov 10, 2023 · Introduction. Already have an account? Contribute to camenduru/h94-IP-Adapter-FaceID-SDXL-hf development by creating an account on GitHub. It's providing basic testing interface for playing around with Instant ID functions. SDXL FaceID Plus v2 is added to the models list. I found that on some img (beautiful woman), it can get good result; while on other img, the result is bad for example prompt: photo of a beautiful gi Dec 13, 2023 · you said you crop the face and save to a image file offline, Could you please describe the details of how you crop the face. 698 MB. 1 (4afaaf8) controlnet: v1. - is it ip-adapter support the SDXL Turbo model ? Nov 13, 2023 · Saved searches Use saved searches to filter your results more quickly You signed in with another tab or window. First, download the pre-trained weights: Development. This is an implementation of the tencent-ailab / IP-Adapter as a Cog model. Jan 2, 2024 · My codebase is not built upon diffusers, so I re-implemented IP-Adapter by adding W'_k and W'_v to the standard scaled_dot_production module in cross-attention and combining the newly generated hidden_states X' with the original ones X in a scale=1. Oct 3, 2023 · Load IPAdapter doesn't work with SDXL models · Issue #37 · laksjdjf/IPAdapter-ComfyUI · GitHub. Forgive me for not implementing stepping progress indicator. \venv\Scripts\activate. I have tried running it but always run into memory issues and it terminates at this part - IPAdapterXL (pipe, image_encoder_path, ip_ckpt, device) Even though loading the model with StableDiffusionXLPipeline. Then update your PIP: python -m pip install -U pip. 7. 0) you get a shape mismatch when generating images. Adapters can be combined e. IPAdapter multimodal prompts for SDXL. support safetensors. bin version from the initial release, and the others were downloaded via the comfyui plugin manager. You can basically get superb face transfers and superb pose Oct 20, 2023 · KeyError: 'image_proj' with SDXL models · Issue #1 · cubiq/Diffusers_IPAdapter · GitHub. safetensors, and how to use them with the original ip-adapter-faceid_sd15. What browsers do you use to access the UI ? Apple Safari. Pull requests. bias: copying a param with shape torch. The parameter size mismatches in proj_in, proj_out and layers. The demo is here. ; mask: Optional. Hello, For some reason the ip-adapter-plus-face_sdxl_vit-h model is not appearing in the dropdown of the Load IPAdapter Model node. So in the V2 version, we slightly modified the structure and turned it into a shortcut structure: ID embedding + CLIP embedding (use Q-Former). exe -m pip install -U pip. Fork 183. I want to provide additional image conditioning to this model. 6. Do you have a pretrained version of ipadapter-sdxl-full? I get dimension mismatch Dec 27, 2023 · Thanks for the excellent work! But i am struggling a problem when using ControlNet Canny with my own trained IP-Adapter SDXL model as below. {"payload":{"allShortcutsEnabled":false,"fileTree":{"":{"items":[{"name":"assets","path":"assets","contentType":"directory"},{"name":"ip_adapter","path":"ip_adapter Dec 19, 2023 · Choose the IP-Adapter XL model. How many images did you use during training? 2. webui: v1. I have opened an issue to discuss it. I test the sdxl_plus_face on some img, all param is same, only input image is different. bin model that needs the actual sdxl image encoder. bin is trained with smaller images (that's why I called it the "small one" not because of the file size). prepare ( ctx_id=0, det_size= ( 640, 640 )) Aug 29, 2023 · You signed in with another tab or window. [2023/8/29] 🔥 Release the training code. 9bf28b3 5 months ago. Star 116. py directly, or do I need any spec Dec 11, 2023 · I tried to finetune the SDXL IP-Adapter but even after only 2K steps, it's already really fried, I'm only able to produce an image okayish with a weight of the trained IP-Adapter between 0. This saves computation time and is especially useful when building UIs. To review, open the file in an editor that reveals hidden Unicode characters. And we may be release a model soon. Feb 6, 2024 · IP-Adapter SDXL. This is a thin wrapper custom node for Instant ID. Try to generate an image. Hello, I see ip-adapter-full-face_sd15. pickle. Could you please give me favor? import torch from diffusers import StableDiffusionXLControlNetIm IP-Adapter-FaceID-Plus-V2. Jan 11, 2024 · same issue, and I found that the key "ip_adapter" obtained from safetensor by this code has only 32 keys, while the key "ip_adapter" in ip-adapter-faceid_sd15. ip_adapter_sdxl_controlnet_demo: structural generation with image prompt. 👍 3 trolly056, FizzyPizzel, and georgiigrigorevSC reacted with thumbs up emoji ️ 8 xiaohu2015, ZiadAbdElrahman, trolly056, OmerMachluf, Asher-AI, MeijiIshinIsLame, FizzyPizzel, and bonlime reacted with heart emoji Oct 20, 2023 · Update: IDK why, but previously added ip-adapters SDXL-only (from InvokeAI repo, on version 3. bug Something isn't working which sdxl base model do you use for training. 423. All reactions model：modelをつなげてください。LoRALoaderなどとつなげる順番の違いについては影響ありません。 image：画像をつなげてください。 Thank you for your great contribution! I have a question about the training on SDXL model. #266. Aug 21, 2023 · IP Adapter SDXL Demo - RTX4090 #7. eezywu closed this as completed last week. frkntrky opened this issue 2 weeks ago · 2 comments. Dec 13, 2023 · Describe the bug When using ip_adapters with controlnets and sdxl (whether sdxl-turbo or sdxl1. frkntrky completed 2 weeks ago. Sign up for free to join this conversation on GitHub . Which makes sense since ViT-g isn't really worth using. py at main · tencent-ailab/IP-Adapter. As discussed before, CLIP embedding is easier to learn than ID embedding, so IP-Adapter-FaceID-Plus prefers CLIP embedding, which makes the model less editable. data preprocessing: we segment the face and remove background. bin model: 1. The image prompt adapter is designed to enable a pretrained text-to-image diffusion model to generate images with image prompt. bin has been recently released. 5 in cos similarity from face recognition model ip_adapter_sdxl_demo: image variations with image prompt. This file is stored with Git LFS . Closed. hh an pf un la vj ig dc ft sm