stable_diffusion_chilloutmix_ipynb

Tag

Stable Diffusion

Type

Code

URL

https://github.com/wibus-wee/stable_diffusion_chilloutmix_ipynb

Created

Mar 29, 2023 09:03 AM

AUTOMATIC1111 Stable Diffusion WebUI 1.5 + ChilloutMix + Kohya's Scripts

[Web UI] Go To Colab | [LoRA Train] Go To Colab | [Xformers Build] Go To Colab | Prompts Collection

Now the download script of "Recommended Loras" and "Recommended Checkpoints" has been built into the script (before startup), if you don't want to download it, you can disable them before startup.

Most of the models are the latest versions from CivitAI, but some LoRA models are marked with special versions, which are versions that I personally think are better. If you don't want to use this version, you may need to download other versions yourself (see below).

If you want to download other models, you can go to the CivitAI tab in WebUI to download it yourself (if you have checked the install Civitai Browser extension option). In addition, remember to check the Save to Additional Network option.

The script has already soft-linked the LoRA in Additional Network to the models/Lora folder, but when using WebUI to download LoRA, you need to manually soft-link it to the models/Stable-diffusion folder, or restart the program to refresh the soft link.

Roadmap

Paperspace Support (Not considered in the future)

Support for training LoRA Jupyter Notebook

Optimize model download speed with aria2

Internationalization

Provide xformer support for Paperspace M4000 GPU

Soft link LoRA in Additional Network to models/Stable-diffusion folder

Jupyter Notebook's Language is still Chinese, I want to find a way to make it internationalized, but maintaining two versions is a bit troublesome, so I will do it later.

About Training LoRA

Basic training script based on Akegarasu/lora-scripts which is based on kohya-ss/sd-scripts, but you can also use ddPn08/kohya-sd-scripts-webui which provides a GUI, it is more convenient, I also provide the corresponding SD WebUI extension installation method in stable_diffusion_1_5_webui.ipynb.

Some models are not compatible with the training script, and the training script will not be able to train them. If you want to train them, you need to use the training script provided by the model author.

Recommended Loras

(x1) St. Louis (Luxurious Wheels) (Azur Lane): https://civitai.com/models/6669/st-louis-luxurious-wheels-azur-lane

(x1) Girls' Frontline-OTs-14"lightning": https://civitai.com/models/6525/girls-frontline-ots-14lightning

(x0.5) @kbr/Korean Doll Likeness (v10): https://civitai.com/models/7448/korean-doll-likeness ( Has been re-uploaded to the release by me.)

(x0.5) @kbr/Korean Doll Likeness (v15)

(x0.5) @kbr/Japanese Doll Likeness: https://civitai.com/models/10135

(x0.5) @kbr/Taiwan Doll Likeness : https://civitai.com/models/7716/taiwan-doll-likeness

(x0.5) Yae Miko | Realistic Genshin (Mixed): https://civitai.com/models/8484/yae-miko-or-realistic-genshin

(x0.5) Gakki | Aragaki Yui | 新垣結衣: https://civitai.com/models/8416/gakki-or-aragaki-yui-or

(x0.5 - x1) ChilloutMixss: https://civitai.com/models/10850/chilloutmixss

(x0.5) Cute_girl_mix4: https://civitai.com/models/14171/cutegirlmix4

(x0.5) Fashion Girl (v4.5): https://civitai.com/models/8217/fashion-girl

Recommended Checkpoints

[2.5D] ChilloutMix: https://civitai.com/models/6424/chilloutmix

[2.5D] SunshineMix: https://civitai.com/models/9291/sunshinemix

[2D] Grapefruit (hentai model): https://civitai.com/models/2583/grapefruit-hentai-model

[2.5D] Chilled_re_generic_v2: https://drive.google.com/file/d/1KNU_giorZYOflT3gdwAPtIPh6sNE2oNR/view?usp=sharing (merged by wibus-wee, recipe by @sazyou_roukaku, recipe See here )

Recommended Textual Inversion

Ulzzang-6500 (Korean doll aesthetic): https://civitai.com/models/8109/ulzzang-6500-korean-doll-aesthetic

Pure Eros Face: https://civitai.com/models/4514/pure-eros-face

Experimental LoRA

Experimental LoRA refers to models that are not yet fully tested by me, and have not yet been determined to be compatible. If you want to use these models, please judge the compatibility with other LoRA by yourself.

liuyifei: https://civitai.com/models/8453/liuyifei

Lisa Blackpink: https://civitai.com/models/8605/lisa-blackpink

Jisoo Blackpink: https://civitai.com/models/8311/jisoo-blackpink

Rosè Blackpink: https://civitai.com/models/8600/rose-blackpink

MoXin: https://civitai.com/models/12597/moxin

Experimental Checkpoints

GuoFeng3: https://civitai.com/models/10415/guofeng3

NoteBook Built-in Extension

WebUI Jupyter Notebook built-in Extension, you can install it directly from the notebook.

deforum-art/deforum-for-automatic1111-webui

AlUlkesh/stable-diffusion-webui-images-browser

camenduru/stable-diffusion-webui-huggingface

camenduru/sd-civitai-browser

camenduru/openpose-editor

Mikubill/sd-webui-controlnet

kohya-ss/sd-webui-additional-networks

ddpn08/kohya-sd-scripts-webui (This extension has better install before WebUI Starting, otherwise you need to restart Application instead of just reload the UI.)

d8ahazard/sd_dreambooth_extension

Build xformers from source

If you are using Google Colab, there are many precompiled wheels for you to choose from. If you are using something else or want to build from source, you can use this notebook to build the library.

I have written a notebook to build xformers from source. You can use it to build xformers for your own GPU.

CHANGELOG

2023.3.25

stable_diffusion_1_5_webui.ipynb

Use the wrong list to cause the Textual Inversion download to fail
Only soft link the model once, remove the !rm -rf stable_diffusion/model/Lora step to avoid accidentally deleting other models

2023.3.18

lora_train.ipynb

Language Internationalization

stable_diffusion_1_5_webui.ipynb

Support Cloudfared as a Tunnel Client

2023.3.8

README

Modify Chilled_re_generic_v2 link to Google Drive Share Link
Set Chilloutmixss model to deprecated (This model is disappeared.)

stable_diffusion_1_5_webui.ipynb

Remove Chilloutmixss model option
Use try-except to catch KeyError when downloading models.
Support download styles.csv with url.

2023.3.4

README

Add Chilled_re_generic_v2 download link

stable_diffusion_1_5_webui.ipynb

Support custom checkpoint name ( From custom url )

2023.3.5

stable_diffusion_1_5_webui.ipynb

Custom checkpoint version
Missing return value
API argument support
Fixed xformer not starting on M4000 GPU platforms with xformer installed
Support download multiple checkpoints at the same time
Support download checkpoints from other URLs

2023.3.4

stable_diffusion_1_5_webui.ipynb

Download koreanDollLikeness model with GitHub Release API
Soft link LoRA models so that they can be used in prompts and additional networks. (Only operate before startup, the LoRA installed after startup may not be used in prompts. You need to restart the application to re-link the models installed in other networks.)
Provides the option to install LoRA before startup
Get the latest checkpoint download address from the CivitAI API
Support for entering custom checkpoint id
Define download functions to optimize readability
Support LoRA specific version selection in download function
Auto detect download tool
Textual Inversion download function

README.md

Update "Experimental Checkpoints" and "Experimental LoRA" section

prompts.md

Add a new prompt Basic Tiara

2023.2.25

README.md

Update Experimental Lora List - Add ChilloutMixss
Optimize CHANGELOG format
Internationalize README
New "Textual Inversion" section
Add "NoteBook Built-in Extension" section
Add "Build xformers from source" section

lora_train.ipynb

Fix serious errors in LoRA training script
Remove unnecessary platform and GPU checks
Add export_model_dir option to specify the directory where the model is exported
Add an extra build installation xformers option for the M4000 GPU
Use ninja to build xformers much faster ( Followed by Official README)

stable_diffusion_1_5_webui.ipynb

Add an extra build installation xFormer option for the M4000 GPU
Use ninja to build xformers much faster ( Followed by Official README)

prompts.md

Internationalize

xformers_build.ipynb

New xformers build script
Switch xformers source version to 0.0.16

workflows

Add xformers_build.ipynb to Preview CI
Remove pull_request_target value to prevent the workflow from running twice

Release

Publish xformers precompiled wheels for M4000 GPU

2023.2.24

workflows

Automatically comment on Preview link when Pull Request ( #2 )

stable_diffusion_1_5_webui.ipynb

Install controlnet, openpose-editor, Kohya sd-scripts extension with Stable-Diffusion-WebUI
Remove the old training model installation scheme and merge it into the installation steps ( created in 2023.2.19 )

lora_train.ipynb

New Lora Train Script ( Alpha )

2023.2.21

stable_diffusion_1_5_webui.ipynb

Better option selection mechanism
Fine distinction between Paperspace and Colab platforms rather than relying on a single Free GPU model

2023.2.19

stable_diffusion_1_5_webui.ipynb

Fix the problem of incorrectly identifying the Quadro M4000 GPU
Add Training Model Installation Scheme ( Power by d8ahazard/sd_dreambooth_extension)
Optimize checkpoint selection
Fix the problem of not being able to read variables
Automatically check whether webUI and training extensions are installed