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tencent-ailab / IP-Adapter

The image prompt adapter is designed to enable a pretrained text-to-image diffusion model to generate images with image prompt.
Apache License 2.0
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Full Tutorial for Windows, Kaggle, RunPod (Linux) With An Amazing Gradio #242

Open FurkanGozukara opened 8 months ago

FurkanGozukara commented 8 months ago

21 January 2024 Update SDXL model upgraded to ip-adapter-faceid-plusv2_sd15 Kaggle Notebook upgraded to V3 and supports SDXL now

First of all I want to thank you so much for this amazing model.

I have spent over 1 week to code the Gradio and prepare the video. I hope you let this thread remain and even add to the Readme file.

After video has been published I even added face embedding caching mechanism. So now it will calculate face embedding vector only 1 time for each image, thus super speed up the image generation.

Instantly Transfer Face By Using IP-Adapter-FaceID: Full Tutorial & GUI For Windows, RunPod & Kaggle

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chapters are like below

0:00 Introduction to IP-Adapter-FaceID full tutorial 2:19 Requirements to use IP-Adapter-FaceID gradio Web APP 2:45 Where the Hugging Face models are downloaded by default on Windows 3:12 How to change folder path where the Hugging Face models are downloaded and cached 3:39 How to install IP-Adapter-FaceID Gradio Web APP and use on Windows 5:35 How to start the IP-Adapter-FaceID Web UI after the installation 5:46 How to use Stable Diffusion XL (SDXL) models with IP-Adapter-FaceID 5:56 How to select your input face and start generating 0-shot face transferred new amazing images 6:06 What does each option on the Web UI do explanations 6:44 What are those dropdown menu models and their meaning 7:50 How to use custom and local models with custom model path 8:09 How to add custom models and local models into your Web UI dropdown menu permanently 8:52 How to use a CivitAI model in IP-Adapter-FaceID web APP 9:17 How to convert CKPT or Safetensors model files into diffusers format 10:05 How to use diffusers exported model in custom model path input 10:24 How to download generated images and also where the generated images are saved 10:40 How to use an SDXL mode 11:37 How to permanently add your custom local models into your Web APP models dropdown list 13:28 How to install and use IP-Adapter-FaceID gradio Web APP on RunPod 15:39 How to start IP-Adapter-FaceID gradio Web APP on RunPod after the installation 16:02 What you need to be careful when using on RunPod or on Kaggle 16:43 How to use a network storage on RunPod to permanently keep storage between pods 17:17 How to edit web app on RunPod and add any model to UI permanently 17:46 How to kill started Web UI instance on RunPod 18:08 How to install fuser command on RunPod on Linux 19:01 How to use custom CivitAI model on RunPod with IP-Adapter-FaceID 20:00 If wget method from CivitAI fails how to make it work on RunPod or on Kaggle 20:34 How to delete files on RunPod properly 20:58 How to convert CKPT or Safetensors checkpoints into diffusers on RunPod 22:58 Showing example of SD 1.5 model conversion on RunPod 24:18 How to install and use IP-Adapter-FaceID gradio Web APP on a Free Kaggle notebook 26:10 How to download custom models into the temp directory of Kaggle to use on the Web APP 26:47 How to get your token and activate it to use Gradio app on Kaggle 27:05 After auth token set how to start Web UI on Kaggle 28:26 How to convert a custom CivitAI or any model into Diffusers on Kaggle to use 29:23 How to download all the generated images on a Kaggle notebook with 1 click 30:12 Where to find our Discord channel link

FurkanGozukara commented 8 months ago

21 January 2024 Update SDXL model upgraded to ip-adapter-faceid-plusv2_sd15 Kaggle Notebook upgraded to V3 and supports SDXL now