From 8219c467e72e1075cdc9d786451f4204016814e1 Mon Sep 17 00:00:00 2001 From: ClashSAN <98228077+ClashSAN@users.noreply.github.com> Date: Wed, 8 Mar 2023 03:32:59 +0000 Subject: [PATCH] Destroyed Extensions Training (markdown) --- Extensions-Training.md | 114 ----------------------------------------- 1 file changed, 114 deletions(-) delete mode 100644 Extensions-Training.md diff --git a/Extensions-Training.md b/Extensions-Training.md deleted file mode 100644 index 5a3bc02..0000000 --- a/Extensions-Training.md +++ /dev/null @@ -1,114 +0,0 @@ -# Training Extensions - -## Aesthetic Gradients -https://github.com/AUTOMATIC1111/stable-diffusion-webui-aesthetic-gradients - -Create an embedding from one or few pictures and use it to apply their style to generated images. - -![firefox_FgKg9dx9eF](https://user-images.githubusercontent.com/20920490/197466300-6b042bcf-5cba-4600-97d7-ad2652875706.png) - - -## Dreambooth -https://github.com/d8ahazard/sd_dreambooth_extension - -Dreambooth in the UI. Refer to the project readme for tuning and configuration requirements. Includes [LoRA](https://github.com/cloneofsimo/lora) (Low Rank Adaptation) - -Based on ShivamShiaro's repo. - -![image](https://user-images.githubusercontent.com/1633844/201434706-2c2744ba-082e-427e-9f8d-af03de204583.png) - - - - -## Dataset Tag Editor -https://github.com/toshiaki1729/stable-diffusion-webui-dataset-tag-editor - -[日本語 Readme](https://github.com/toshiaki1729/stable-diffusion-webui-dataset-tag-editor/blob/main/README-JP.md) - -This is an extension to edit captions in training dataset for [Stable Diffusion web UI by AUTOMATIC1111](https://github.com/AUTOMATIC1111/stable-diffusion-webui). - -It works well with text captions in comma-separated style (such as the tags generated by DeepBooru interrogator). - -Caption in the filenames of images can be loaded, but edited captions can only be saved in the form of text files. - -![picture](https://github.com/toshiaki1729/stable-diffusion-webui-dataset-tag-editor/blob/main/ss01.png) - -## training-picker -https://github.com/Maurdekye/training-picker - -Adds a tab to the webui that allows the user to automatically extract keyframes from video, and manually extract 512x512 crops of those frames for use in model training. - -![image](https://user-images.githubusercontent.com/2313721/199614791-1f573573-a2e2-4358-836d-5655825077e1.png) - -**Installation** - -- Install [AUTOMATIC1111's Stable Diffusion Webui](https://github.com/AUTOMATIC1111/stable-diffusion-webui) -- Install [ffmpeg](https://ffmpeg.org/) for your operating system -- Clone this repository into the extensions folder inside the webui -- Drop videos you want to extract cropped frames from into the training-picker/videos folder - -## Embeddings editor -https://github.com/CodeExplode/stable-diffusion-webui-embedding-editor - -Allows you to manually edit textual inversion embeddings using sliders. - -![image](https://user-images.githubusercontent.com/98228077/208331138-cdfe8f43-78f7-499e-b746-c42355ee8d6d.png) - -## DreamArtist -https://github.com/7eu7d7/DreamArtist-sd-webui-extension - -Towards Controllable One-Shot Text-to-Image Generation via Contrastive Prompt-Tuning. - -![image](https://user-images.githubusercontent.com/98228077/208331536-069783ae-32f7-4897-8c1b-94e0ae14f9cd.png) - -## WD 1.4 Tagger -https://github.com/toriato/stable-diffusion-webui-wd14-tagger - -Uses a trained model file, produces WD 1.4 Tags. Model link - https://mega.nz/file/ptA2jSSB#G4INKHQG2x2pGAVQBn-yd_U5dMgevGF8YYM9CR_R1SY - -![image](https://user-images.githubusercontent.com/98228077/208331569-2cf82c5c-f4c3-4181-84bd-2bdced0c2cff.png) - -## Merge Board -https://github.com/bbc-mc/sdweb-merge-board - -Multiple lane merge support(up to 10). Save and Load your merging combination as Recipes, which is simple text. - -![image](https://user-images.githubusercontent.com/98228077/208331651-09a0d70e-1906-4f80-8bc1-faf3c0ca8fad.png) - -also see:\ -https://github.com/Maurdekye/model-kitchen - -## embedding-inspector -https://github.com/tkalayci71/embedding-inspector - -Inspect any token(a word) or Textual-Inversion embeddings and find out which embeddings are similar. You can mix, modify, or create the embeddings in seconds. Much more intriguing options have since been released, see [here.](https://github.com/tkalayci71/embedding-inspector#whats-new) - -![image](https://user-images.githubusercontent.com/98228077/209546038-3f4206bf-2c43-4d58-bf83-6318ade393f4.png) - -## Model Converter -https://github.com/Akegarasu/sd-webui-model-converter - -Model convert extension, supports convert fp16/bf16 no-ema/ema-only safetensors. - -## Hypernetwork-Monkeypatch-Extension -https://github.com/aria1th/Hypernetwork-MonkeyPatch-Extension - -Extension that provides additional training features for hypernetwork training, and supports multiple hypernetworks. - -![image](https://user-images.githubusercontent.com/35677394/212069329-7f3d427f-efad-4424-8dca-4bec010ea429.png) - -## Merge Block Weighted -https://github.com/bbc-mc/sdweb-merge-block-weighted-gui - -Merge models with separate rate for each 25 U-Net block (input, middle, output). - -## Custom Diffusion -https://github.com/guaneec/custom-diffusion-webui - -Custom Diffusion is, in short, finetuning-lite with TI, instead of tuning the whole model. Similar speed and memory requirements to TI and supposedly gives better results in less steps. - -## Embedding Merge -https://github.com/klimaleksus/stable-diffusion-webui-embedding-merge - -Merging Textual Inversion embeddings at runtime from string literals. -