Ip adapter plus github
Ip adapter plus github. Best Practice. Owner. Reinstalled ComfyUI and ComfyUI IP Adapter plus. IP-Adapter FaceID provides a way to extract only face features from an image and apply it to the generated image. 8, v2 weight: 2. Can I use tutorial_train_sdxl. Jan 22, 2024 · FaceID plus. 5 image encoder. Hi Matteo. yes, it was just the order of the keys that was messing up. we present IP-Adapter, an effective and lightweight adapter to achieve image prompt capability for the pre-trained text-to-image diffusion models. Important: set your "starting control step" to about 0. This is an alternative implementation of the IPAdapter models for Huggingface Diffusers. Dec 23, 2023 · ip_adapter-plus_demo: the demo of IP-Adapter with fine-grained features. Assignees. GitHub Gist: instantly share code, notes, and snippets. cubiq commented Mar 28, 2024 •. 5, Realistic_Vision_V4. at the moment is the best option. ipynb example from doc #349 opened Apr 27, 2024 by katarzynasornat Training UNET along IP_Adapter? Sep 27, 2023 · The "plus" is stronger and gets more from your images and the first one takes the precedence for some reason. It seems that the pre-trained models ip-adapter-faceid-plus_sd15. An IP-Adapter with only 22M parameters can achieve comparable or even better performance to a fine-tuned image prompt model. Updated today with manager , and tried my usual workflow which has ipadapter included for faces, whe Jan 8, 2024 · I could be wrong but I've understood that the LoRA file is in diffusers format and needs to be converted. You signed in with another tab or window. Nov 10, 2023 · Introduction. weight: copying a param with shape torch. model: we use full tokes (256 patch tokens + 1 cls tokens) and use a simple MLP to get face features. Thanks for the heads-up and for the great work on the IPAdapter! Nov 28, 2023 · PC : windows 10, 16 gb ddr4-3000, rx 6600, using directml with no additional command parameters. Size ( [768, 1280]) from checkpoint, the shape in current model is torch. Cannot retrieve latest commit at this time. The Ideal configuration is as follow: FaceIDv2: weight 0. yaml), nothing worked. 😅😅😅. Dec 5, 2023 · size mismatch for proj_in. I didn't manage to get the conversion thing working, have no experience using python etc. I am sorry, I am new to all this and wish I could provide more Nov 21, 2023 · Saved searches Use saved searches to filter your results more quickly Dec 23, 2023 · You're using an SDXL checkpoint so you can increase the latent size to 1024x1024. bin: same as ip-adapter-plus_sd15, but use cropped face image as condition; IP-Adapter Full face generally seems to perform better than Plus face. in models\ipadapter\models. Feb 11, 2024 · I put ipadapter model there. Jan 3, 2024 · The IP adapter Face ID is a recently released tool that allows for face identification testing. If you know any other solution for this error, please teach this poor Jan 30, 2024 · The image prompt adapter is designed to enable a pretrained text-to-image diffusion model to generate images with image prompt. The system is still responsive so it hasn't hung, it just does nothing, and the queue is still active. 25. We can't say for sure you're using the correct one as it just says model. sdxl. 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. safetensors in your node. You can use it without any code changes. 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 element, typically for animation purposes). Dec 25, 2023 · 🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX. Now you have to use the "IP Adapter Advanced" Node insted. Otherwise the LoRA won't work correctly. 5 refiner, ip-adapter-plus-face will end early. 👍 1. I updated comfyui and plugin, but still can't find the correct ComfyUI\custom_nodes\ComfyUI_IPAdapter_plus\models\ip-adapter-plus_sdxl_vit-h. 62 + Full Face weight: 0. 1715 lines (1486 loc) · 72. IP-Adapter should be universal, not limited to human faces, for example, it can be used for clothing. I did a very quick patch for the moment, I'll see if there's a better way to do it later, but . 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 25, 2024 · You signed in with another tab or window. bin" to adapter. The main differences with the offial repository: supports multiple input images (instead of just one) supports weighting of input images. ️ 1. Reload to refresh your session. So in the V2 version, we slightly modified the structure and turned it into a shortcut structure: ID embedding + CLIP embedding (use Q-Former). Oct 2, 2023 · IP-Adapter Plus with Refiners: prerequisites. Uses 6 images under tests/images/portrait; After Real multi-inputs ControlNet unit #2539, you can use weight = 1. Sep 19, 2023 · Hello, thank you very much for your work. FaceID. Are you open to a PR for enabling an o No branches or pull requests. The new portrait model performs best when given multiple inputs. This environment is being used to run this minimal set up above. I am sorry, I am new to all this and Apr 30, 2024 · Loading 1 new model INFO: Clip Vision model loaded from H:\ComfyUI\ComfyUI_windows_portable\ComfyUI\models\clip_vision\CLIP-ViT-H-14-laion2B-s32B-b79K. bin model: 1. safetensors format is now supported. bin does not work, even use SD1. PR #6276 is adding support for IPAdapter FaceID. The ip-adapter-plus_sdxl_vit-h. Jan 19, 2024 · @cubiq , I recently experimented with negative image prompts with IP-adapter here. bin: same as ip-adapter_sd15, but more compatible with text prompt; ip-adapter-plus_sd15. 👀 7. (2) we used "face_image_file" as condition image and image_file as traget. ️ 2. I have used your code to train on my data. 12. ip-adapter-face. bin and ip-adapter-faceid-plusv2_sd15. . Nov 1, 2023 · xiaohu2015 commented on Nov 2, 2023. Drag and drop an image into controlnet, select IP-Adapter, and use the "ip-adapter-plus-face_sd15" file that you downloaded as the model. Size ( [768, 1024]). 0 intead of 1/6. Thanks to author Cubiq's great work, Please support his original work. input_7: 1. You are using wrong preprocessor/model pair. Because my files are respectively 666MB and 670MB. bin Requested to load CLIPVisionModelProjection Loading 1 new model Requested to load SDXL Loading 1 new model 100%| | 30/30 [00:34<00:00, 1. How many images did you use during training? 2. Dec 13, 2023 · yes, scale and crop by just a few pixels would fix the problem. safetensors' not in' means my loader model has encountered a Approach. Open. ip-adapter_sd15_light. Jan 10, 2024 · Update 2024-01-24. Jan 10, 2024 · IP-adapter controlnet img2img mat1 and mat2 shapes cannot be multiplied (2x1024 and 1280x768) #6516 Closed Honey-666 opened this issue Jan 10, 2024 · 4 comments edited. - Does the IP Adapter support mounting multiple IP Adapter models simultaneously and using multiple reference images at the same time? Mar 28, 2024 · Best regards, 1 superprat reacted with thumbs up emoji 1 superprat reacted with eyes emoji. The text was updated successfully, but these errors were encountered: Jan 6, 2024 · Saved searches Use saved searches to filter your results more quickly Jan 19, 2024 · Experiments have been done in cubiq/ComfyUI_IPAdapter_plus#195 and I suggest reading the whole thread, especially every post by cubiq who is an expert on tuning IP-Adapter for good results. If you visit the ComfyUI IP adapter plus GitHub page, you’ll find important updates regarding this tool. there is an example in the documentation and a workflow in the examples directory. On December 28th and December 30th, they frequently updated their custom nodes to incorporate the face ID updates. py", line 636, in apply_ipadapter clip_embed = clip_vision. Hi @zhaoyun0071, diffusers 0. adapter. But the loader doesn't allow you to choose an embed that you (maybe) saved. clip_vision import load as load_clip_vision from comfy. 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. When I set up a chain to save an embed from an image it executes okay. IP-Adapter-Face-Plus), it means use two adapters together 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 You signed in with another tab or window. The subject or even just the style of the reference image (s) can be easily transferred to a generation. "best quality", you can also use any negative text prompt). Sep 11, 2023 · Here's the json file, there have been some updates to the custom nodes since that image, so this will differ slightly. . 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". infer with "ip_adapter-full-face_demo. bin with parameters "ip_adapter,xxx". The IPAdapter are very powerful models for image-to-image conditioning. History. (1) #54. 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. bin: use patch image embeddings from OpenCLIP-ViT-H-14 as condition, closer to the reference image than ip-adapter_sd15; ip-adapter-plus-face_sd15. 1 seconds: E:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI_IPAdapter_plus 0. It just has the embeds widget that says undefined, and you can't change it. of cause I have check all the models are in place,I try many way and different node can't get it work, and the workflow pic is here:. 5 model need the bigger image encoder. use the face model and any controlnet you want. I'm generating thousands of images and comparing them with a face descriptor model. 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. yes, we use cropped face image as condition, moreover, we also remove the background. bin released by huggingface do not use the new structure Resampler (this is defined in IP-Adapter/tutorial_train_plus. py. train with "tutorial_train_faceid. py and add # in front of the first 4 lines, like mentioned above. In fact the requirements are complete enough to run about 30 other custom nodes. ComfyUI\custom_nodes\ComfyUI_IPAdapter_plus\models\ip-adapter-plus_sdxl_vit-h. encode_image(image) I tried reinstalling the plug-in, re-downloading the model and dependencies, and even downloaded some files from a cloud server that was running normally to replace them, but the problem still Dec 13, 2023 · xiaohu2015 commented on Dec 13, 2023. Someone had a similar issue on reddit, saying that it stopped working properly after a recent update. 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". IP-Adapter FaceID. Run ComfyUI with --force-fp16. Aug 17, 2023 · Here is a custom node that adds IP-adapter to Comfyui! Wow this looks great! Interesting to see it generates a girl when the reference is a cabbage. I've found that a direct replacement for Apply IPAdapter would be the IpAdapter Advanced, I'm itching to read the documentation about the new nodes! For now, I will try to download the example workflows and experiment for myself. Also you can use IP-Adapter-FaceID together with other IP-Adapter (e. 5. dtype: float instead. 2 seconds: E:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-Custom-Scripts 1. I put the link to the clip vision that I am using Dec 25, 2023 · This solution From Reactor Trubleshoot: I. The basic summary is that if you configure weights properly and chain two IP-Adapter models together, you will get very good results on SDXL. import torch import os import math import folder_paths import comfy. g. (you can also center crop with the help of face bounding box) hi @xiaohu2015 , i got some new issuses. In addition to that for FaceIDv2 I'm increasing the following layers. 2024-01-08. bin and ip-adapter-plus-face_sdxl_vit-h. vit. then transfer "pytorch_model. Either way, the whole process doesn't work. dtype: struct c10::Half key. Because (1) I tried to re-download and import this plusv2_sd15 model many times, both image_proj and Nov 29, 2023 · lonelydonut commented on Nov 29, 2023. Mar 25, 2024 · You signed in with another tab or window. However, when I saved the model, it included all the data, and I didn't get the smaller 44MB file like the one you mentioned: ip-adapter-plus_sd15. bin for the face of a character. The full prompt is below if you're curious. Nov 25, 2023 · cubiq commented on Nov 25, 2023. when I changed my model to "ip. The clipvision models are the following and should be re-named like so: CLIP-ViT-H-14-laion2B-s32B-b79K. cubiq pinned this issue Nov 28, 2023. safetensors All -vit-h models require the SD1. (For Windows users) If you still cannot build Insightface for some reason or just don't want to install Visual Studio or VS C++ Build Tools - do the following: (ComfyUI Portable) From the root folder check the version of Python: run CMD and type python_embeded\python. 2 participants. 0 + Lora weight 0. safetensors and CLIP-ViT-bigG-14-laion2B-39B-b160k. If you only use the image prompt, you can set the scale=1. Is there any other debug information I can provide to help diagnose this? Dec 9, 2023 · The problem is not solved. in custom_nodes\ComfyUI_IPAdapter_plus\models. Think of it as a 1-image lora. I would also recommend you rename the Clip vision models as recommended by Matteo as both files have the same name. dtype: float and value. But it doesn't show in Load IPAdapter Model in ComfyUI. model_management as model_management from node_helpers import conditioning_set_values from comfy. 5 encoders clip model. Am I missing a smaller model ? Dec 20, 2023 · ip_adapter-plus_demo: the demo of IP-Adapter with fine-grained features. In one ComfyUI implementation of IP_adapter I've seen a CLIP_Vision_Output. however I don't know which name pattern is LIGHT, STANDARD, PLUS, PLUS FACE or FULL FACE. I'm not quite sure if that's entirely true Dec 23, 2023 · worked for me as well, thanks 🙏 IP-Adapter && Reactor both work in the same flow with this fix. unsqueeze(0) Dec 15, 2023 · ComfyUI is updated, the custom nodes as well. All it shows is "undefined". 14s/it] Prompt executed in 47. cubiq closed this as completed on Mar 26. If you want one image to have a stronger influence create a batch of 3 images and repeat one of the images twice. I was expecting being able to save embeds for later, saving time by applying a Nov 20, 2023 · When using the 1. FaceID plus. exe -V. Saved searches Use saved searches to filter your results more quickly IPAdapterPlus. Author. IP-Adapter can be generalized not only to other custom Dec 25, 2023 · 0. The current method is very good at keeping the mask at the right size, there's another rounding option that should be more solid but I noticed that gives worse results (as in the resulting image quality). Jan 1, 2024 · fabiorigano commented on Jan 1. If you use the dedicated Encode IPAdapter Image you need to remember to select the ipadapter_plus option when you use any of the plus model. Multiple inputs. 0 is good at generating good face images. bin for images of clothes and ip-adapter-plus-face_sd15. windows 10 Apr 26, 2024 · Issue with reproducing ip_adapter_sdxl_controlnet_demo. FaceID portrait. Working Workflow - Without 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. md file. safetensors. cubiq added the enhancement New feature or request label Mar 28, 2024. IP-Adapter-FaceID-Plus-V2. Jan 22, 2024 · yes, IP-Adapter plus ControlNet, i would also like to combine InstantID with other ip adapters 👍 1 shikasensei-dev reacted with thumbs up emoji All reactions Mar 24, 2024 · spammeduh commented on Mar 24. About the training code for ip-adapter-plus-face_sdxl #202. Nov 28, 2023 · If you get errors like: Expected query, key, and value to have the same dtype, but got query. #135 (comment) Nov 4, 2023 · Saved searches Use saved searches to filter your results more quickly Jan 3, 2024 · ⚠️ Preliminary Data ⚠️ Face Models Comparison I started collecting data about all the face models available for IPAdapter. Conclusion. (Same Inputs and outputs, works the same) Therefore I get an Erro Nov 25, 2023 · cubiq commented on Nov 25, 2023. bin and ip-adapter_sdxl. You signed out in another tab or window. 07 seconds got prompt Apr 2, 2024 · Did you download loras as well as the ipadapter model? you need both sdxl: ipadapter model faceid-plusv2_sdxl and lora faceid-plusv2_sdxl_lora; 15: faceid-plusv2_sd15 and lora faceid-plusv2_sd15_lora Sep 26, 2023 · Are we talking about ip-adapter_sdxl_vit-h. s. Step 2: Set up your txt2img settings and set up controlnet. a norm way is resize the short size to 512, then center crop. File "E:\ComfyUI-aki-v1\custom_nodes\ComfyUI_IPAdapter_plus\IPAdapterPlus. ComfyUI reference implementation for IPAdapter models. At the moment only one SDXL model and the vit-G SD1. sd import load_lora Mar 31, 2024 · Note that the example custom node and the IP Adapter plus are the only ones installed. "I want to ask if the Prompt outputs failed validation with 'IPAdapterModelLoader: - Value not in list: ipadapter_file: 'ip-adapter_sd15. Some people found it useful and asked for a ComfyUI node. I even tried to edit custom paths (extra_model_paths. All the requirements are met. How would you recommend setting the workflow in this case? Should I use two different Apply Adapter nodes (one for each model and set of images) and Mar 24, 2024 · Yes it's no longer compatible, so you either need to revert IP-adapter to an earlier version, or wait for the next release. Thank you for all your effort in updating this amazing package of nodes. You switched accounts on another tab or window. I already reinstalled ComfyUI yesterday, it's the second time in 2 Nov 10, 2023 · data preprocessing: we segment the face and remove background. 0 seconds: E:\AI\ComfyUI_windows_portable\ComfyUI\custom_nodes\ComfyUI-Manager 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. py directly, or do I need any spec 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 10, 2023 · You signed in with another tab or window. 4 KB. In your case maybe a pose controlnet or a very light canny/lineart. I did the required changes to make it compatible again earlier today, but need some more testing before next release. all model trained on sd 1. The image prompt adapter is designed to enable a pretrained text-to-image diffusion model to generate images with image prompt. this is merge link: Move IP Adapter Face ID to core #7186 (comment) Differential code: ref_images_embeds = torch. 👍 3. p. Dec 14, 2023 · xiaohu2015 commented on Dec 14, 2023. 0 and text_prompt=""(or some generic text prompts, e. However, when I tried to connect it still May 6, 2024 · to solve this problem my self, I found the file name patterns in utils. The text was updated successfully, but these errors were encountered: All reactions Dec 9, 2023 · I noted today after a ComfyUI update, that any Workflow that contains the use of an IP Adapter will seem to hang with no errors at the KSample stage. bin? Because my files are respectively 666MB and 670MB. supports negative input image (sending noisy negative images arguably grants better results) You signed in with another tab or window. 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. json. ipynb". SDXL FaceID Plus v2 is added to the models list. ip-adapter_face_id_plus should be paired with ip-adapter-faceid-plus_sd15 [d86a490f] or ip-adapter-faceid-plusv2_sd15 [6e14fc1a]. ️ 5. ComfyUI IPAdapter plus. xiaohu2015 mentioned this issue on Dec 26, 2023. cubiq added the documentation label Nov 28, 2023. py". If someone can upload a working LoRA, would be appreciated. Dec 10, 2023 · laksjdjf commented on Dec 11, 2023. ip_adapter-plus-face_demo: generation with face image as prompt. FaceID plus v2. For others with same problem, trying to clarify what is meant: Find this method def load_insight_face(self, provider): in IPAdapterPlus. Apr 3, 2024 · ComfyUI_IPAdapter_plus got updated and the Apply IPAdapter node is gone. I think it would be a great addition to this custom node. py , Line308). h. stack(ref_images_embeds, dim=0). ip_adapter-full-face using 257 tokens. second question: What problem does this cause when the following code does not match in the merge code link below and in the example in the ip_adapter. I tried to put the BIN files : in models\ipadapter. Note It might not be lines 457 to 460 Same thing only with Unified loader Have all models in right place I tried: Edit extra_model_paths clip: models/clip/ clip_vision: models/clip_vision/ INFO: IPAdapter model loaded from H:\ComfyUI\ComfyUI\models\ipadapter\ip-adapter_sdxl. I have tried several kSamplers and I have updated all Nodes. - Can IP adapter faceid plus adapt to stablediffusion Img2Img pipeline? cubiq commented on Mar 26. 0 does not support the two models you mentioned because they are experimental versions. bin. Nov 3, 2023 · Hi, I am working on a workflow in which I wanted to have two different ip-adapters: ip-adapter-plus_sd15. We would like to show you a description here but the site won’t allow us. Notes A copy of ComfyUI_IPAdapter_plus, Only changed node name to coexist with ComfyUI_IPAdapter_plus v1 version. safetensors" for testing, it recognized model very well. in models\IP-Adapter-FaceID. qx ih pv av px xu mc aw va gw