Controlnet fp16 github Feb 12, 2023 · News This post is out-of-date and obsolete. Apr 17, 2023 · Saved searches Use saved searches to filter your results more quickly Describe the bug I want to use this model to make my slightly blurry photos clear, so i found this model. yaml config file MUST have the same NAME and be on same FOLDER as the adapters. Feb 23, 2023 · !a ria2c--console-log-level = error-c-x 16-s 16-k 1 M https: // huggingface. Users can input any type of image to quick Jan 4, 2024 · 3/ stable-diffusion-webui\extensions\sd-webui-controlnet\models\control_sd15_inpaint_depth_hand_fp16. Apr 7, 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? I've tried sd-webui-controlnet really hard, but it doesn't work. It includes all previous models and adds several new ones, bringing the total count to 14. - I have enabled GitHub discussions: If you have a generic question rather than an issue, start a discussion! This focuses specifically on making it easy to get FP16 models. Adjust the Control Strength parameter in the Apply ControlNet node to control the influence of the ControlNet model on the generated image. Perhaps this is the May 19, 2024 · Anyline Preprocessor Anyline is a ControlNet line preprocessor that accurately extracts object edges, image details, and textual content from most images. yaml-> t2iadapter_zoedepth_sd15v1. Apr 21, 2023 · This seems to related to a issue begin from #720. Contribute to julian9jin/ControlNet-modules-safetensors development by creating an account on GitHub. Then if your model is Realistic Vision, then a diff model will construct a controlnet by adding the diff to Realistic Vision. Sep 19, 2023 · Create a Depthmap or Openpose and send it to ControlNet. Now I can use the controlnet preview and see the depthmap: In controlnet model select control_sd15_inpaint_depth_hand_fp16 and preprocessor depth_hand_refiner. 1. gguf quantized model. Jul 31, 2024 · You signed in with another tab or window. At least with my local testing, the VRAM leak issue is fixed. Jan 5, 2024 · Describe the bug 使用controlnet模型control_sd15_inpaint_depth_hand_fp16时，ControlNet module没有对应预处理器 Screenshots Console logs, from start to end. 1 and 2. research. Safetensors/FP16 versions of the new ControlNet-v1-1 checkpoints. On 16GB VRAM GPU you can use adapter of 20% the size of the full DiT with bs=1 and mixed fp16 (50% with 24GB VRAM GPU). stable-diffusion-webui 启用controlnet后，会导致文生图失败 报错日志为： A tensor with all NaNs was produced in Unet. Looking into it. So in my case I was doing 64x64 -> 256x256 upsampling. Jul 31, 2024 · 🎉 2024. 1 is an updated and optimized version based on ControlNet 1. safetensors control_seg-fp16. dev. OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Image generated same with and without control net May 15, 2023 · yah i know about it, but i didn't get good results with it in this case, my request is like make it like lora training, by add ability to add multiple photos to the same controlnet reference with same person or style "Architecture style for example" in different angels and resolutions to make the final photo, and if possible produce a file like lora form this photos to be used with controlnet That controlnet is in diffusers format but he's not using the correct naming of the files, probably because he prefers to share it in a more "automatic1111" naming style as just a single file. Generation quality: Flux1. 1 has the exactly same architecture with ControlNet 1. Finetuned controlnet inpainting model based on sd3-medium, the inpainting model offers several advantages: Leveraging the SD3 16-channel VAE and high-resolution generation capability at 1024, the model effectively preserves the integrity of non-inpainting regions, including text. . Camenduru made a repository on github with all his colabs adapted for ControlNet, check it here. Mar 16, 2023 · Describe the bug I tried the training of the ControlNet in the main branch right away. Since these models Mar 8, 2023 · make a copy of t2iadapter_style_sd14v1. I have a problem. safetensors controlnetPreTrained_cannyDifferenceV10. 5 in ONNX and it's enough but it would be great to have ControlNet for SD 2. from_pretrained ( "<folder_name>" ) This ControlNet is compatible with Flux1. 12. The "Use mid-control on highres pass (second pass)" is removed since that pull request, and now if you use high-rex fix, the full ControlNet will be applied to two passes. yaml. ComfyUI's ControlNet Auxiliary Preprocessors (Installable) - AppMana/appmana-comfyui-nodes-controlnet-aux Aug 6, 2024 · Kolors is a large-scale text-to-image generation model based on latent diffusion, developed by the Kuaishou Kolors team. It doesn't affect an image at all. This is the official release of ControlNet 1. yaml sketch_adapter_v14. safetensors image_adapter_v14. It says it's reading in a state_dict from t2iadapter_style-fp16. Apr 19, 2024 · Could you rename TTPLANET_Controlnet_Tile_realistic_v2_fp16. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image genera Dec 15, 2023 · SparseCtrl is now available through ComfyUI-Advanced-ControlNet. 5. Visit the ControlNet-v1-1_fp16_safetensors repository to download other types of ControlNet models and try using them to generate images. We collaborate with the diffusers team to bring the support of T2I-Adapters for Stable Diffusion XL (SDXL) in diffusers! It achieves impressive results in both performance and efficiency. * Add all files * update * Allow fp16 attn for x4 upscaler (#3239) * Add ↑ Node setup 2: Stable Diffusion with ControlNet classic Inpaint / Outpaint mode (Save kitten muzzle on winter background to your PC and then drag and drop it into your ComfyUI interface, save to your PC an then drag and drop image with white arias to Load Image Node of ControlNet inpaint group, change width and height for outpainting effect Mar 13, 2025 · Describe the bug When training with --mixed_precision bf16 or fp16, the prompt_embeds and pooled_prompt_embeds tensors in the compute_text_embeddings function are not cast to the appropriate weight_dtype (matching the rest of the model i Contribute to julian9jin/ControlNet-modules-safetensors development by creating an account on GitHub. 无报错 List of installed extensions No response Example code and documentation on how to get Stable Diffusion running with ONNX FP16 models on DirectML. 5 is 27 seconds, while without cfg=1 it is 15 seconds. In img2img panel, Change width/height, select CN v2v in script dropdown, upload a video, wait until it upload fininsh, there will be a 'Download' link. The inference time with cfg=3. Feb 21, 2023 · You signed in with another tab or window. No transfer is needed. yaml and rename it to t2iadapter_style-fp16. Apr 8, 2025 · fp4用controlnet union 确认是官方的fp16，但是一到采样器就会自动退出，感谢大佬解答支持 Finetuned controlnet inpainting model based on sd3-medium, the inpainting model offers several advantages: Leveraging the SD3 16-channel VAE and high-resolution generation capability at 1024, the model effectively preserves the integrity of non-inpainting regions, including text. safetensors, both of they are SD15_control. 29 First code commit released. co / andite / pastel-mix / resolve / main / pastelmix-fp16. MistoLine is an SDXL-ControlNet model that can adapt to any type of line art input, demonstrating high accuracy and excellent stability. Generation infotext: Contribute to julian9jin/ControlNet-modules-safetensors development by creating an account on GitHub. control_model. Contribute to viperyl/sdxl-controlnet-inpaint development by creating an account on GitHub. Feb 15, 2023 · Sep. ckpt!a ria2c--console-log-level = error-c-x 16-s 16-k 1 M https: // huggingface. float16, use_auth_token=True,). So in order to rename this "controlnet" folder to "sd-webui-controlnet", I have to first delete the empty "sd-webui-controlnet" folder that the Inpaint Anything extension creates upon first download Empty folders created by this extension Oct 1, 2023 · Saved searches Use saved searches to filter your results more quickly Sep 16, 2024 · ControlNet preprocessor location: E:\StableDiffusion\Packages\Stable Diffusion WebUI Forge\models\ControlNetPreprocessor 2024-09-16 13:27:08,909 - ControlNet - INFO - ControlNet UI callback registered. py can't find the keys it needs in state_dict. Select the corresponding model from the dropdown. Mar 8, 2023 · Drag and drop a 512 x 512 image into controlnet. Commit where the problem happens. Jan 12, 2024 · These are the Controlnet models used for the HandRefiner function described here: https://github. Now in this extension we are doing the same thing as in the PuLID main repo to free memory. ckpt-d / content / models-o pastelmix-fp16. ControlNet 1. This repository provides a Inpainting ControlNet checkpoint for FLUX. 1-dev model released by researchers from AlimamaCreative Team. 0, with the same architecture. - huggingface/diffusers Mar 14, 2023 · You signed in with another tab or window. 5 (at least, and hopefully we will never change the network architecture). 8283 Contribute to kamata1729/SDXL_controlnet_inpait_img2img_pipelines development by creating an account on GitHub. Sep 14, 2023 · You signed in with another tab or window. weights - SD15. Please read the AnimateDiff repo README and Wiki for more information about how it works at its core. com/wenquanlu/HandRefiner/. lambdalabs/miniSD-diffusers, a 256x256 SD model. Result with Reference Only (Balanced Control Mode): Result with Reference Only (My Prompt is More Important Control Mode): Result with ControlNet is more important gives the same results as "My Prompt is more important" May 9, 2023 · The "diff" means the difference between controlnet and your base model. The "trainable" one learns your condition. safetensors control_mlsd-fp16. 1-base seems to work better In order to conve Using the t5xxl-FP16 and flux1-dev-fp8 models for 28-step inference, the GPU memory usage is 27GB. safetensors as diffusion_pytorch_model. Select any preprocessor from the dropdown; canny, depth, color, clip_vision. ByteDance 8/16-step distilled models have not been tested. AnimateDiff workflows will often make use of these helpful You signed in with another tab or window. Contribute to Mikubill/sd-webui-controlnet development by creating an account on GitHub. Apr 17, 2023 · Saved searches Use saved searches to filter your results more quickly Mar 8, 2023 · I have converted great checkpoint from @thibaudart in ckpt format to diffusers format and saved only ControlNet part in fp16 so it only takes 700mb of space. Aug 16, 2023 · def load_pipeline(controlnet_id): controlnet = ControlNetModel. In this project, we propose a new method that reduces trainable parameters by up to 90% compared with ControlNet, achieving faster convergence and outstanding efficiency. 5/XL, thank you for your help and plugin. 3085: 2023-08-03 10:20:25: CLIP(TensorRT FP32)+VAE(FP16+后处理 BS=2)+ControlNet(FP16 BS=2)+UNet(FP16 BS=2) No CudaGraph: 5156. safetensors to controlnet; Add controlnet-union-promax-sdxl-1. 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. 7. The text was updated successfully, but these errors were encountered: Jul 28, 2023 · I take a look at the device info in System Info extension, and i saw that the unet is using fp32 but not fp16, but it was launched without no-half, im sure that my model is saved with fp16 Steps to reproduce the problem Apr 12, 2024 · Yes the plugin seems to work fine without control net, before my edit it was just line art not working then I must have moved something and caused it to not recognize all models for ControlNet, so I reinstalled for a 2nd time and it fixed it somehow, sorry I'm very new to troubleshooting anything that has to do with SD1. Mar 20, 2023 · Loading model from cache: control_openpose-fp16 [9ca67cc5]: 21< 00:00, 3. 0. If you're running on Linux, or non-admin account on windows you'll want to ensure /ComfyUI/custom_nodes and comfyui_controlnet_aux has write permissions. yaml; image_adapter_v14. Rename "sd-webui-controlnet-main" folder to "controlnet" Go to sd-webui-controlnet-evaclip/scripts and open the file "preprocessor_evaclip. webui: controlnet: What browsers do you use to access the UI ? Mozilla Firefox, Google Chrome, Microsoft Edge. Please use the /sdapi/v1/txt2img and /sdapi/v1/img2img routes instead. Contribute to lllyasviel/ControlNet-v1-1-nightly development by creating an account on GitHub. You switched accounts on another tab or window. There are at least three methods that I know of to do the outpainting, each with different variations and steps, so I'll post a series of outpainting articles and try to cover all of them. The image depicts a scene from the anime Contribute to julian9jin/ControlNet-modules-safetensors development by creating an account on GitHub. New Features and Improvements ControlNet 1. I follow the code here , but as the model mentioned above is XL not 1. Jan 29, 2024 · Describe the bug A clear and concise description of what the bug is. Spent the whole week working on it. safetensors control_hed-fp16. safetensors and diff_control_sd15_canny_fp16. yaml; I don't think we intend to have everybody manually update the config in the settings each time the model is changed, I think we need to update the code to make it work automatically if it is not already implemented in latest. safetensors control_depth-fp16. May 1, 2023 · Have controlnet(s) enabled (I tested with openpose, canny, depth zoe and inpainting), and the output image will be a 512x512 image of just the man's head and the area Oct 30, 2024 · In anime-style illustrations, it has higher accuracy compared to other ControlNet models, making it a daily tool for almost all AI artists using Stable Diffusion in Japan. from_pretrained(VAE_PATH, torch_dtype=torch. Command Line Arguments Nov 28, 2023 · For now, I am using ControlNet 1. There is now a install. Alpha-version model weights have been uploaded to Hugging Face. Feb 27, 2023 · I'm just trying open pose for the first time in img2img. safetensors control_normal-fp16. 7 The preprocessor and the finetuned model have been ported to ComfyUI controlnet. Implementations for both Automatic1111 and ComfyUI exist, via this extension https://github. 1 The paper is post on arxiv!. py" with notepad, IDE or any code editor. Feb 19, 2023 · Saved searches Use saved searches to filter your results more quickly Dec 15, 2023 · Saved searches Use saved searches to filter your results more quickly --controlnet_model_name_or_path : the model path of controlnet (a light weight module) --unet_model_name_or_path : the model path of unet --ref_image_path: the path to the reference image --overlap: The length of the overlapped frames for long-frame video generation. Please directly use Mikubill' A1111 Webui Plugin to control any SD 1. 5 , so i change the c Feb 24, 2023 · control_canny-fp16. Mar 27, 2024 · Outpainting with controlnet. We promise that we will not change the neural network architecture before ControlNet 1. 1 Model. Contribute to julian9jin/ControlNet-modules-safetensors development by creating an account on GitHub. It can generate high-quality images (with a short side greater than 1024px) based on user-provided line art of various types, including hand-drawn sketches Regression testing looks fine except for ControlNet. fp16. Boom, it was fixed right away. safetensors exists in ComfyUI/models/checkpoints ZoeD Contribute to camenduru/stable-diffusion-webui-saturncloud development by creating an account on GitHub. Nightly release of ControlNet 1. May 3, 2023 · Loading model: control_openpose-fp16 [9ca67cc5] Loaded state_dict from [C: \U sers \u ser \D ocuments \T estSD \s table-diffusion-webui \e xtensions \s d-webui-controlnet \m odels \c ontrol_openpose-fp16. 2024. safetensors, but then controlnet. Work in progress, code is provided as-is! The models in this repository are benchmarked using the COCOLA metric. The extension adds the following routes to the web API of the webui: Contribute to julian9jin/ControlNet-modules-safetensors development by creating an account on GitHub. - ComfyUI Setup · Acly/krita-ai-diffusion Wiki You signed in with another tab or window. Hyper-FLUX-lora can be used to accelerate inference. Minimum VRAM: 6 gb with 1280x720 image, rtx 3060, RealVisXL_V5. 8, 2023. X models. You signed out in another tab or window. safetensors to checkpoints. from_pretrained(controlnet_id, variant="fp16", use_safetensors=True, torch_dtype=torch. 0 and 1. May 12, 2025 · Overview of ControlNet 1. Dec 18, 2024 · Checking weights controlnet-canny-sdxl-1. that could be enhanced, to support models from \stable-diffusion-webui\models\ControlNet and and yalm files from \stable-diffusion-webui\extensions\sd-webui-controlnet\models, i dont know if its possible Feb 24, 2023 · Is there any difference between control_canny-fp16. 1 introduces several new features and improvements: Improved AnimateDiff integration for ComfyUI, as well as advanced sampling options dubbed Evolved Sampling usable outside of AnimateDiff. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image genera Above is the exact training script that I used to train a controlnet tile w. Official PyTorch implementation of ECCV 2024 Paper: ControlNet++: Improving Conditional Controls with Efficient Consistency Feedback. The "locked" one preserves your model. Have uploaded an image to img2img. - huggingface/diffusers Saved searches Use saved searches to filter your results more quickly May 3, 2023 · Hi. safetensors and put it in a folder with the config file, then run: model = ControlNetModel . Can run accelerated on all DirectML supported cards including AMD and Intel. safetensors. Click on the enable controlnet checkbox. com/Fannovel16/comfyui_controlnet_aux . float16). 1-base work, but 2. --controlnet_model_name_or_path : the model path of controlnet (a light weight module) --unet_model_name_or_path : the model path of unet --ref_image_path: the path to the reference image --overlap: The length of the overlapped frames for long-frame video generation. com/github/nolanaatama/sd-1click-colab/blob/main/controlnet. RGB and scribble are both supported, and RGB can also be used for reference purposes for normal non-AD workflows if use_motion is set to False on the Load SparseCtrl Model node. Both 2. [2024-07-27] 新增MZ_KolorsControlNetLoader节点,用于加载可图ControlNet官方模型 [2024-07-26] 新增MZ_ApplySDXLSamplingSettings节点,用于V2版本重新回到SDXL的scheduler配置. 31： ControlLoRA Version 3 is available in control-lora-3. 2023. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image genera 🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch and FLAX. 🎉 ControlLoRA Version 2 is available in control-lora-2. ipynb . Contribute to chrysfay/ComfyUI-s-ControlNet-Auxiliary-Preprocessors- development by creating an account on GitHub. Aug 26, 2024 · 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? tldr: FileNotFoundError: [Errno 2] Apr 18, 2023 · Saved searches Use saved searches to filter your results more quickly OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. ckpt-d 🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch and FLAX. ComfyUI's ControlNet Auxiliary Preprocessors. It copys the weights of neural network blocks into a "locked" copy and a "trainable" copy. bat you can run to install to portable if detected. Chosen a control image in ControlNet. diffusion_model. - liming-ai/ControlNet_Plus_Plus Fine-tune Stable Audio Open with DiT ControlNet. dev(fp8)>>Other quantized models Mar 27, 2024 · Outpainting with controlnet. stable diffusion XL controlnet with inpaint. May 19, 2024 · The VRAM leak comes from facexlib and evaclip. 28it/s] Loading preprocessor: none Loading model: control_depth-fp16 [400750f6] Loaded state_dict from [H: \S table-Diffusion-Automatic \s table-diffusion-webui \e xtensions \s d-webui-controlnet \m odels \c ontrol_depth-fp16. r. dev(fp16)>>Flux1. Jul 6, 2024 · API Update: The /controlnet/txt2img and /controlnet/img2img routes have been removed. safetensors Simply save and then drag and drop relevant image into your ComfyUI interface window with ControlNet Tile model installed, load image (if applicable) you want to upscale/edit, modify some prompts, press "Queue Prompt" and wait for the AI generation to complete. Try to generate image. 1-dev-controlnet-union. Feb 17, 2023 · They have been moved: sketch_adapter_v14. When using FP16, the VRAM footprint is significantly reduced and speed goes up. safetensors control_scribble-fp16. t. CLIP(Pytorch FP32)+VAE(FP16)+ControlNet(FP16)+UNet(FP16) 4883. Feb 17, 2023 · I was using Scribble mode and putting a sketch in the controlnet upload, checking "Enable" and "Scribble Mode" because it was black pen on white background, and selecting sketch in Preprocessos as well as "control_sketch-fp16" in model with all other options default. Dec 1, 2023 · Contribute to wenquanlu/HandRefiner development by creating an account on GitHub. com/Mikubill/sd-webui-controlnet and this node suite https://github. Contribute to runshouse/test_controlnet_aux development by creating an account on GitHub. The folder names don't match. google. json, along with Controlnet, then turned the WebUI back on and reinstalled Controlnet. 1 with SD 1. safetensors] ControlNet model control_depth Apr 30, 2024 · WebUI extension for ControlNet. from_pretrained(PIPELINE_ID, Feb 11, 2023 · ControlNet is a neural network structure to control diffusion models by adding extra conditions. Sep 30, 2024 · @sayakpaul If I understand it correctly, we cast the fp16 weight to fp32 to prevent numerical instabilities (SD3 currently has no fp32 checkpoints). to("cuda") vae = AutoencoderKL. Feb 22, 2024 · Add ComfyUI-eesahesNodes for flux controlnet union support; Add flux. Set all Settings Generating a Picture. to("cuda") pipe = StableDiffusionXLControlNetPipeline. [2024-07-25] 修正sampling_settings,参数来自 scheduler_config. May 5, 2024 · Git clone fresh sd-webui-controlnet-evaclip to extensions if you changed the code. @xduzhangjiayu Meanwhile, it seems that training ControlNet with FP16 rather than FP32 will not work well from lllyasviel/ControlNet#265 (comment) If you're running on Linux, or non-admin account on windows you'll want to ensure /ComfyUI/custom_nodes and comfyui_controlnet_aux has write permissions. weights Apr 21, 2024 · You can observe that there is extra hair not in the input condition generated by official ControlNet model, but the extra hair is not generated by the ControlNet++ model. ControlNeXt is our official implementation for controllable generation, supporting both images and videos while incorporating diverse forms of control information. To address this task, 1) we introduce Multi-view ControlNet (MVControl), a novel neural network architecture designed to enhance existing pre-trained multi-view diffusion models by integrating additional input conditions, such as edge, depth, normal, and scribble maps. Contribute to TheDenk/cogvideox-controlnet development by creating an account on GitHub. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image genera Jun 17, 2023 · The folder name, per the Colab repo I'm using, is just "controlnet". Contribute to Fannovel16/comfyui_controlnet_aux development by creating an account on GitHub. 5, then the diff means the difference between controlnet and stable diffusion 1. Chose openpose for preprocessor and control_openpose-fp16 [9ca67cc5] for the model. json and ui-config. Inpaint images with ControlNet. For example, if your base model is stable diffusion 1. yaml t2iadapter_keypose-fp16. Beta-version model weights have been uploaded to Hugging Face. safetensors] ERROR: ControlNet cannot find model config [C: \U sers \u ser \D ocuments \T estSD \s table-diffusion-webui \e xtensions \s d OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. yaml-> t2iadapter_sketch_sd14v1. Restart the console and the webui. 8650: 2023-08-04 01:06:32: CLIP(TensorRT FP32)+VAE(FP16+后处理 BS=2)+Combine (FP16 BS=2) + DDIM PostNet(FP32) Add CudaGraph + GrroupNorm Plugin: 5434. co / hakurei / waifu-diffusion-v1-4 / resolve / main / vae / kl-f8-anime2. Trained on billions of text-image pairs, Kolors exhibits significant advantages over both open-source and closed-source models in visual quality, complex semantic accuracy, and text rendering for both Chinese and English characters. json ,仅V2生效 A couple of ideas to experiment with using this workflow as a base (note: in the long term, I suspect video models that are trained on actual videos to learn motion will yield better quality than stacking different techniques together with image models, so think of these as short-term experiments to squeeze as much juice as possible out of the open image models we already have): May 13, 2023 · Here some results with a different type of model, this time it's mixProv4_v4 and SD VAE wd-1-4-epoch2-fp16. What should have happened? Applying the ControlNet-Settings to the generation. safetensors exists in ComfyUI/models/controlnet albedobaseXL_v13. Feb 21, 2023 · I immediately shut down the WebUI, deleted all of its configuration files, config. What should have happened? Should have rendered t2i output using canny, depth, style or color models. Mar 11, 2023 · When I try to use any of the t2iadapter models in controlnet I get errors like the one below. CN-anytest_v3-50000_fp16. Go to /extensions. Results are a bit better than the ones in this post ControlNet++: All-in-one ControlNet for image generations and editing! - xinsir6/ControlNetPlus even the bad models generated humans with no-prompt for human images => humans are not a good evaluation image for a general controlnet, as SD preferably generates humans; without a controlnet, the lion already looks like the lion in the condition image => the lion is not a good evaluation image => I found the dog to be the best evaluation image Stable Diffusion WebUI Forge is a platform on top of Stable Diffusion WebUI (based on Gradio) to make development easier, optimize resource management, speed up inference, and study experimental features. The example workflow uses the flux1-dev-Q4_K_S. Seems like controlNet tile doesn't work for me. Example code and documentation on how to get Stable Diffusion running with ONNX FP16 models on DirectML. Best used with ComfyUI but should work fine with all other UIs that support controlnets. control_canny-fp16. Reload to refresh your session. dev's fp16/fp8 and other models quantized with Flux1. Inpaint and outpaint with optional text prompt, no tweaking required. Also available here: https://colab. Contribute to mikonvergence/ControlNetInpaint development by creating an account on GitHub. model. After that, you can see two links appeared at the page bottom, the first link is the first frame image of converted video, the second link is the converted video, after convert finished, you can click the two links to check them. safetensors Simple Controlnet module for CogvideoX model. --sample_stride: The length of the sampled stride for the conditional controls. 0_Lightning, sdxl-vae-fp16-fix, controlnet-union-sdxl-promax using sequential_cpu_offload, otherwise 8,3 gb; As seen in this issue , images with square corners are required . I sincerely hope it will be introduced. safetensors to controlnet; Add juggernautXL_v9Rdphoto2Lightning. EN | 中文 By combining the ideas of lllyasviel/ControlNet and cloneofsimo/lora, we can easily fine-tune stable diffusion to achieve the purpose of controlling its spatial information, with ControlLoRA, a simple and small (~7M parameters, ~25M storage space Streamlined interface for generating images with AI in Krita. rhizbtuehpffbnwdifccvuibymrsokpdecjdypjpbtgsxakongxcweiyjenj