Clip vision encode comfyui not working

2 participants. It took me over 30 minutes to figure that out (I was searching for a node that only did text encoding). safetensors. c Load CLIP Vision¶ The Load CLIP Vision node can be used to load a specific CLIP vision model, similar to how CLIP models are used to encode text prompts, CLIP vision models are used to encode images. Useful mostly for animations because the clip vision encoder takes a lot of VRAM. Am I missing something, or is this not working as intended? I've tried to figure this out for about an hour, and it appears that ComfyUI is receiving the . 5 does not working well here, since model is retrained for quite a long time steps from SD1. 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". I first tried the smaller pytorch_model from A1111 clip vision. This affects how the model is initialized Jun 2, 2024 · Comfy dtype. Nov 28, 2023 · 1. Still getting the above traceback. Because in my case i did use python_embeded so i have to use this cmd instead. type. safetensors". from comfyui Green Box - a prompt iterator, not wild-cards Python - a node that allows you to execute python code written inside ComfyUI. 1, it will work with this. The CLIP Vision Encode. py", line 388, in load_models raise Exception("IPAdapter model not found. ComfyUI is a node-based graphical user interface (GUI) for Stable Diffusion, designed to facilitate image generation workflows. Mar 15, 2023 · You signed in with another tab or window. 0 the embedding only contains the CLIP model output and the Aug 31, 2023 · That's a good question. Please keep posted images SFW. **So What is SillyTavern?** Tavern is a user interface you can install on your computer (and Android phones) that allows you to interact text generation AIs and chat/roleplay with characters you or the community create. Took me a while to figure this out. my custom fine-tuned CLIP ViT-L TE to SDXL. The first image to be combined into the batch. Jun 2, 2024 · Terminal Log (Manager) Node. Key features include lightweight and flexible configuration, transparency in data flow, and ease of Dec 26, 2023 · I've tried moving the models out of the ComfyUI folder to see if that mattered, and it had no change. Dec 2, 2023 · output = clip_vision. safetensors model. ) and an "input" (that you connect to other nodes). and with the following setting: balance: tradeoff between the CLIP and openCLIP models. IMAGE. CLIP Vision Encode node. #576 opened on May 28 by rossaai. Reply. Add "Style and Composition" and "Strong Style and Composition" to WEIGHT_TYPES in IPAdapter, IPAdapterAdvanced, and IPAdapterTiled. safetensors and CLIP-ViT-bigG-14-laion2B-39B-b160k. init_image: IMAGE: The initial image from which the video will be generated, serving as the starting point for the video Jun 25, 2024 · Install this extension via the ComfyUI Manager by searching for ComfyUI_IPAdapter_plus. 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 Jun 2, 2024 · Save Image Documentation. Sep 6, 2023 · At the moment IPAdapter Plus requires data that the comfy clip vision object doesn't provide. image. bin it was in the hugging face cache folders. Noisy latent composition is when latents are composited together while still noisy before the image is fully denoised. download history blame contribute delete. Nov 29, 2023 · This lets you encode images in batches and merge them together into an IPAdapter Apply Encoded node. There are two reasons why I do not use CLIPVisionEncode. exe . Jun 2, 2024 · Category: loaders. The ImageColorToMask node is designed to convert a specified color in an image to a mask. Then, manually refresh your browser to clear the cache You signed in with another tab or window. Controlnet Apply Advanced Stable Zero123 Conditioning. Description. . Load CLIP Vision node. image1. This node specializes in merging two CLIP models based on a specified ratio, effectively blending their characteristics. image2. The CLIPVisionEncode node is designed to encode images using a CLIP vision model, transforming visual input into a format suitable for further processing or analysis. The CheckpointLoaderSimple node is designed for loading model checkpoints without the need for specifying a configuration. After installation, click the Restart button to restart ComfyUI. The model currently resides in my Stable Diffusion folder, and there are no models in my ComfyUI folder and the other models/LoRA/VAEs are working fine for image generations. That did not work so have been using one I found in ,y A1111 folders - open_clip_pytorch_model. Output node: False. clip_vision_encode(clip Pre-trained LCM Lora for SD1. The image to be encoded. Output node: True. Aug 26, 2023 · File "\ComfyUI_windows_portable\ComfyUI\comfy_extras\nodes_clip_sdxl. Embeddings/Textual Inversion. inputs¶ clip_vision. Last updated on June 2, 2024. encode_image(image) AttributeError: 'NoneType' object has no attribute 'encode_image' The text was updated successfully, but these errors were encountered: The CLIP Text Encode SDXL (Advanced) node provides the same settings as its non SDXL version. This file is stored with Git LFS . . 5 in the same workflow. outputs¶ CLIP_VISION. It allows users to construct image generation processes by connecting different blocks (nodes). Welcome to the unofficial ComfyUI subreddit. It handles the process of converting image data from tensors to a suitable image format, applying optional metadata, and writing the images to specified locations with configurable compression levels. Jan 30, 2024 · In my Photomaker Node, there are only 2 menu items - the LoadPhotoMaker option is not available. creeduk. Feb 15, 2024 · I would like really to fix it as it is really useful. Nov 5, 2023 · Updated all ComfyUI because its been awhile and wanna see new stuff and i see there is no IPAdapter node i can use. clip_vision: The CLIP Vision Checkpoint. \Scripts\pip. It simplifies the process of checkpoint loading by requiring only the checkpoint name, making it more accessible for users who may not be familiar with the configuration details. Please share your tips, tricks, and workflows for using this software to create your AI art. PLUS models use more tokens and are stronger. If the mode is set to stop mode, it will not record Aug 18, 2023 · clip_vision_g / clip_vision_g. most likely you did not rename the clip vision files correctly and/or did not put them into the right directory. Would love this to be cleared up for confusion! File "E:\ComfyUI-aki-v1\custom_nodes\ComfyUI_IPAdapter_plus\IPAdapterPlus. Lora. 5 controlnet you seem to have is the openpose one. I saw that it would go to ClipVisionEncode node but I don't know what's next. Jun 6, 2024 · At the moment IPAdapter Plus requires data that the comfy clip vision object doesn't provide. The Load CLIP Vision node can be used to load a specific CLIP vision model, similar to how CLIP models are used to encode text prompts, CLIP vision models are used to encode images. example. May 22, 2024 · 1. This will allow it to record corresponding log information during the image generation task. The strange thing is, I cannot find any IP-Adapter nodes in the search bar, and these nodes aren't working either Aug 25, 2023 · You signed in with another tab or window. 😅. Both positive and negative nodes are supported. exe install opencv-python. It processes an image and a target color, generating a mask where the specified color is highlighted, facilitating operations like color-based segmentation or object isolation. To use it, you need to set the mode to logging mode. Enter ComfyUI_IPAdapter_plus in the search bar. One of the SDXL models and all models ending with "vit-g" use the SDXL CLIP vision. I located these under clip_vision and the ipadaptermodels under /ipadapter so don't know why it does not work. Looking at terminal i realize its say. g. Jun 2, 2024 · Class name: CLIPVisionEncode. outputs = self. CLIP uses a ViT like transformer to get visual features and a causal language model to get the text features. 66 seconds to generate on a RTX3080 GPU Euler_context_frame_12. Da_Kini. ComfyUI wikipedia, a online manual that help you use ComfyUI and Stable Diffusion. Nov 5, 2023 · clip_embed = clip_vision. You can Load these images in ComfyUI (opens in a new tab) to get the full workflow. That said, all 'control-lora' things are SDXL, the only 1. Just go to matt3os github IPAdapterplus and read the readme. json Simple workflow to add e. 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 . Add model. PuLID pre-trained model goes in ComfyUI/models/pulid/ (thanks to Chenlei Hu for converting them into IPAdapter format) The EVA CLIP is EVA02-CLIP-L-14-336, but should be downloaded automatically (will be located in the huggingface directory). inputs¶ clip_name. The CLIP Text Encode node can be used to encode a text prompt using a CLIP model into an embedding that can be used to guide the diffusion model towards generating specific images. Dec 12, 2023 · You signed in with another tab or window. The Evolution of Prompt Engineering. facexlib dependency needs to be installed, the models are downloaded at first use. The modified CLIP model with the specified layer set as the last one. The CLIP model used for encoding the A place to discuss the SillyTavern fork of TavernAI. Select Custom Nodes Manager button. mp4; Euler Ancestral; LMS; PNDM CLIP Text Encode (Prompt) node. Jun 2, 2024 · Class name: CheckpointSave. Apr 9, 2024 · No branches or pull requests. The IPAdapter model has to match the CLIP vision encoder and of course the main checkpoint. This output enables further use or analysis of the adjusted model. Category: loaders/video_models. Scroll down to the class ClipTextEncode section. The CLIPTextEncode node is designed to encode textual inputs using a CLIP model, transforming text into a form that can be utilized for conditioning in generative tasks. Where can I learn more about how ComfyUI interprets weights? Jun 2, 2024 · Documentation. 4. Jun 2, 2024 · Class name: ImageOnlyCheckpointLoader. This functionality is crucial for preserving the training progress or configuration of models for later use or sharing. Usage. You signed in with another tab or window. It efficiently retrieves and configures the necessary components from a given checkpoint, focusing on image-related aspects of the model. All nodes in this library produce a String output that can typically be passed into Clip Text Encode Prompts. This node specializes in loading checkpoints specifically for image-based models within video generation workflows. Jun 1, 2024 · Noisy Latent Composition Examples. This node is primarily used to display the running information of ComfyUI in the terminal within the ComfyUI interface. The enriched conditioning data, now containing integrated CLIP vision outputs with applied strength and noise augmentation. Hello, I'm a newbie and maybe I'm doing some mistake, I downloaded and renamed but maybe I put the model in the wrong folder. The clipvision models are the following and should be re-named like so: CLIP-ViT-H-14-laion2B-s32B-b79K. The CLIP Set Last Layer node can be used to set the CLIP output layer from which to take the text embeddings. LIGHT models have a very light impact. It is too big to display, but you can still download it. Reinstalled twice (the SMZ version). text promt is a girl wearing red pants . These small changes add up and ultimately produces different results. And above all, BE NICE. At least not by replacing CLIP text encode with one. I'm using Stability Matrix as the application, and have installed the svd. May 12, 2024 · Installation. Prior, to the return statement add a breakpoint by entering breakpoint ()`. inputs. Hi community! I have recently discovered clip vision while playing around comfyUI. Although traditionally diffusion models are conditioned on the output of the last layer in CLIP, some diffusion models have been CLIP is a multi-modal vision and language model. 5. comfyanonymous. In addition it also comes with 2 text fields to send different texts to the two CLIP models. Category: conditioning. CONDITIONING. Photomaker Encode and Apply Photomaker Style are OK, as is Prepare Images For ClipVision From Path. COMBO[STRING] Determines the type of CLIP model to load, offering options between 'stable_diffusion' and 'stable_cascade'. The work-flow takes a couple of prompt nodes, pipes them through a couple more, concatenates them, tests using Python and ultimately adds to the prompt if the condition is met. COMBO[STRING] Specifies the name of the CLIP model to be loaded. "a photo of BLIP_TEXT", medium shot, intricate details, highly detailed). So when I update some plugins and i press restart it show this in the windows terminal. Download and rename to "CLIP-ViT-H-14-laion2B-s32B-b79K. Belittling their efforts will get you banned. conditioning. why the result is yellow color . Also what would it do? I tried searching but I could not find anything about it. I'm working on a more stable solution (that will also require an update to comfy), it should be ready soon. The CLIP vision model used for encoding image prompts. clip. Jan 7, 2024 · You signed in with another tab or window. 5 checkpoint, however retain a new lcm lora is feasible; Euler. It looks like this: and then it looks like this when you're done: Any errors that are not easily understandable (ie 'file not found') I've encountered using ComfyUI have always been caused by using something SDXL and something SD 1. Oct 31, 2023 · I have. Here are examples of Noisy Latent Composition. ago. Jun 2, 2024 · Image Blend Documentation. CLIP Text Encode (Prompt)¶ The CLIP Text Encode node can be used to encode a text prompt using a CLIP model into an embedding that can be used to guide the diffusion model towards generating specific images. I tried uninstalling and re-installing it again but it did not fix the issue. Vae Save Clip Text Encode. Although traditionally diffusion models are conditioned on the output of the last layer in CLIP, some diffusion models have been ComfyUI wikipedia, a online manual that help you use ComfyUI and Stable Diffusion giusparsifal commented on May 14. Then, manually refresh your browser to clear the cache and access the updated list of nodes. Ryan Less than 1 minute. c716ef6 11 months ago. Load CLIP Vision. It can be used for image-text similarity and for zero-shot image classification. About IPAdaptedFaceID application in insightFace enhancement. It plays a crucial role in determining the output latent representation by serving as the direct input for the encoding process. C:\sd\comfyui\python_embeded> . Win 10. encode_image(image) The text was updated successfully, but these errors were encountered: Essentially I'm trying to get the video part working. I'm working on a more stable solution (that will also require an update to comfy), it should be ready soon Nov 23, 2023 · clip_embed = clip_vision. It selectively applies patches from one model to another, excluding specific components like position IDs and logit scale, to create a hybrid File "C:\Users\J\Desktop\AI\ComfyUI_windows_portable\ComfyUI\nodes. \python. clip_name. CLIP Vision Encode¶ The CLIP Vision Encode node can be used to encode an image using a CLIP vision model into an embedding that can be used to guide unCLIP diffusion models or as input to style models. outputs. All SD15 models and all models ending with "vit-h" use the SD15 CLIP vision. Assignees. py", line 636, in apply_ipadapter clip_embed = clip_vision. model: The loaded DynamiCrafter model. A good place to start if you have no idea how any of this works is the: ComfyUI Basic Tutorial VN: All the art is made with ComfyUI. A lot of people are just discovering this technology, and want to show off what they created. Load CLIP Vision¶ The Load CLIP Vision node can be used to load a specific CLIP vision model, similar to how CLIP models are used to encode text prompts, CLIP vision models are used to encode images. Jun 2, 2024 · The 'pixels' parameter represents the image data to be encoded into the latent space. py", line 911, in encode output = clip_vision. At 0. Jun 2, 2024 · Comfy dtype. #575 opened on May 28 by ghileng. Jan 12, 2024 · Open up the file using a text editor or a code editor such, as Visual Studio Code. • 5 mo. The 'vae' parameter specifies the Variational Autoencoder model to be used for encoding the image data into latent space. Dec 23, 2023 · Saved searches Use saved searches to filter your results more quickly Jun 2, 2024 · Class name: CLIPMergeSimple. Category: advanced/model_merging. I have clip_vision_g for model. Also, if this is new and exciting to you, feel free to post, but don't spam all your work. Both the text and visual features are then projected to a latent space with identical dimension. Encoding text into an embedding happens by the text being transformed by various layers in the CLIP model. No virus. 69 GB. Img2Img. Jun 2, 2024 · Description. this one has been working and as I already had it I was able to link it (mklink). You signed out in another tab or window. The unCLIPCheckpointLoader node is designed for loading checkpoints specifically tailored for unCLIP models. Class name: SaveImage Category: image Output node: True The SaveImage node is designed for saving images to disk. tyronicality. The CheckpointSave node is designed for saving the state of various model components, including models, CLIP, and VAE, into a checkpoint file. My suggestion is to split the animation in batches of about 120 frames. It is automatically rescaled to match the dimensions of the first image if they differ. Jan 8, 2024 · ComfyUI Basics. Jun 2, 2024 · clip_vision: CLIP_VISION: Represents the CLIP vision model used for encoding visual features from the initial image, playing a crucial role in understanding the content and context of the image for video generation. •. The ip-adapters and t2i are also 1. The CLIP vision model used for encoding the image. E:\stable-diffusion-ComfyUI->pause. For a complete guide of all text prompt related features in ComfyUI see this page. Please note, since ComfyUI is inherently stateless, some nodes might have a slightly unexpected behavior: The Combinatorial Prompt generation iterates through all possible values in a cycle. Inpainting. 0. 24 frames pose image sequences, steps=20, context_frames=12; Takes 450. json The text was updated successfully, but these errors were encountered: I'm trying to use IPadapter with only a cutout of an outfit rather than a whole image. py", line 43, in encode tokens["l"] = clip. Mar 26, 2024 · File "G:\comfyUI+AnimateDiff\ComfyUI\custom_nodes\ComfyUI_IPAdapter_plus\IPAdapterPlus. encode_image(init_image) AttributeError: 'NoneType' object has no attribute 'encode_image' The text was updated successfully, but these errors were encountered: File "E:\ComfyUI-aki-v1\custom_nodes\ComfyUI_IPAdapter_plus\IPAdapterPlus. try this. Aug 20, 2023 · Thanks, Already try that but not working. How does this differ from ComfyUI_ADV_CLIP_emb? While the weights are normalized in the same manner, the tokenization and encoding pipeline that's taken from stable-diffusion-webui differs from ComfyUI's. This is what I have right now, and it doesn&#39;t work https://ibb. The second image to be combined into the batch. example¶ Oct 29, 2023 · I also use IPAdapter-ComfyUI and it is working fine for me, I have the ComfyUI and IPAdapter-ComfyUI in the latest commit. It serves as the reference for the dimensions to which the second image will be adjusted if necessary. Add the CLIPTextEncodeBLIP node; Connect the node with an image and select a value for min_length and max_length; Optional: if you want to embed the BLIP text in a prompt, use the keyword BLIP_TEXT (e. This node abstracts the complexity of image encoding, offering a streamlined interface for converting Dec 21, 2023 · It has to be some sort of compatibility issue with the IPadapters and the clip_vision but I don't know which one is the right model to download based on the models I have. Enter ComfyUI-Diffusers in the search bar. Hello all Workflows to implement fine-tuned CLIP Text Encoders with ComfyUI / SD, SDXL, SD3 📄 ComfyUI-SDXL-save-and-load-custom-TE-CLIP-finetune. outputs¶ CLIP_VISION_OUTPUT. encode_image(image) Consistency And Style Workflow. On This Page. In comfyui, you can switch most values between what it calls a "widget" (text input, numeric slider, drop down list etc. I updated comfyui and plugin, but still can't find the correct The CLIP Set Last Layer node can be used to set the CLIP output layer from which to take the text embeddings. It works if it's the outfit on a colored background, however, the background color also heavily influences the image generated once put through ipadapter. inputs¶ clip. The name of the CLIP vision model. tokenize(text_l)["l"] I'm a little new to Python, so while I understand the issue is to do with list categorisation, I haven't quite worked out my steps to fix just yet. Right click on clip text enocde, choose "convert text to input", then you can join your show text node to it. katopz closed this as completed on Aug 20, 2023. Class name: ImageColorToMask. Oct 3, 2023 · 今回はComfyUI AnimateDiffでIP-Adapterを使った動画生成を試してみます。 「IP-Adapter」は、StableDiffusionで画像をプロンプトとして使うためのツールです。 入力した画像の特徴に類似した画像を生成することができ、通常のプロンプト文と組み合わせることも可能です。 必要な準備 ComfyUI本体の導入方法 Please keep posted images SFW. Try to get the trackback and get pic1 is the pic for clip vision , pic3 is the attention mask of the pants , pic2 is the result after sample . You switched accounts on another tab or window. How to use. 0 seconds (IMPORT FAILED): D:\ComfyUI SDXL Ultimate Workflow\ComfyUI\custom_nodes\ComfyUI_IPAdapter_plus. CLIPVisionEncode does not output hidden_states, but IP-Adapter-plus requires it. This name is used to locate the model file within a predefined directory structure. Jun 2, 2024 · Documentation. The CLIP model used for encoding the Aug 17, 2023 · I've tried using text to conditioning, but it doesn't seem to work. Oct 28, 2023 · CLIP Text Encode (Advanced) I'm using Efficiency custom nodes, I set positive and negative input from text and they work fine til the last update of ComfyUI. Hypernetworks. And it working now. Locate the function. 3. I updated ComfyUi through manager and with git pull. ") The text was updated successfully, but these errors were encountered: Mar 13, 2023 · You signed in with another tab or window. Click the Manager button in the main menu. vae: A Stable Diffusion VAE. 2023/11/29: Added unfold_batch option to send the reference images sequentially to a latent Also, to create the CLIP Text Encode that has a text input, you have to right-click on a regular CLIP Text Encode node and choose "Convert text to input". Category: mask. ; IP-Adapter-plus needs a black image for the negative side. CLIP. Save your changes to the file. Feb 13, 2024 · You signed in with another tab or window. example¶ Dec 9, 2023 · Admittedly, the clip vision instructions are a bit unclear as it says to download "You need the CLIP-ViT-H-14-laion2B-s32B-b79K and CLIP-ViT-bigG-14-laion2B-39B-b160k image encoders" but then goes on to suggest the specific safetensor files for the specific model. It abstracts the complexity of text tokenization and encoding, providing a streamlined interface for generating text-based conditioning vectors. Contribute to cubiq/ComfyUI_IPAdapter_plus development by creating an Welcome to the unofficial ComfyUI subreddit. 1. (early and not finished) Here are some more advanced examples: "Hires Fix" aka 2 Pass Txt2Img. It facilitates the retrieval and initialization of models, CLIP vision modules, and VAEs from a specified checkpoint, streamlining the setup process for further operations or analyses. If it works with < SD 2. Jun 2, 2024 · Output node: False. Press any key to continue . The other ipadapter extension works because the author rewrote the clip vision encode which is not a sustainable solution. yaml file correctly, and just not seeing the checkpoints / models in them. 2. Reload to refresh your session. Class name: ImageBlend Category: image/postprocessing Output node: False The ImageBlend node is designed to blend two images together based on a specified blending mode and blend factor. The CLIP Vision Encode node can be used to encode an image using a CLIP vision model into an embedding that can be used to guide unCLIP diffusion models or as input to style models. If you are downloading the CLIP and VAE models separately, place them under their respective paths in the ComfyUI_Path/models/ directory. sr nu fw om dw xb xp ky qy ik