René's URL Explorer Experiment

Title: GitHub - VelocityRa/sd-scripts: Stable Diffusion Fine-tuning Library · GitHub

Open Graph Title: GitHub - VelocityRa/sd-scripts: Stable Diffusion Fine-tuning Library

X Title: GitHub - VelocityRa/sd-scripts: Stable Diffusion Fine-tuning Library

Description: Stable Diffusion Fine-tuning Library. Contribute to VelocityRa/sd-scripts development by creating an account on GitHub.

Open Graph Description: Stable Diffusion Fine-tuning Library. Contribute to VelocityRa/sd-scripts development by creating an account on GitHub.

X Description: Stable Diffusion Fine-tuning Library. Contribute to VelocityRa/sd-scripts development by creating an account on GitHub.

Opengraph URL: https://github.com/VelocityRa/sd-scripts

X: @github

direct link

Domain: github.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:5a0d3190-72cf-45e5-a884-1b280e9a4cee
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	EE1E:2A25B6:A135FF:D731B2:6A5B4C90
html-safe-nonce	5c11d32903dce42d2c2d6eea15951d8c0724660ae068a8635c7ec2bb45fbd037
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiJFRTFFOjJBMjVCNjpBMTM1RkY6RDczMUIyOjZBNUI0QzkwIiwidmlzaXRvcl9pZCI6IjgxNTY0MjIzMzE3NTU2MTMzMjgiLCJyZWdpb25fZWRnZSI6ImlhZCIsInJlZ2lvbl9yZW5kZXIiOiJpYWQifQ==
visitor-hmac	844e7c4b549729359e7b76dce262fbebeec8e5498f446472bef07a0aaf891c70
hovercard-subject-tag	repository:780244534
github-keyboard-shortcuts	repository,copilot
google-site-verification	Apib7-x98H0j5cPqHWwSMm6dNU4GmODRoqxLiDzdx9I
octolytics-url	https://collector.github.com/github/collect
analytics-location	//
fb:app_id	1401488693436528
apple-itunes-app	app-id=1477376905, app-argument=https://github.com/VelocityRa/sd-scripts
twitter:image	https://opengraph.githubassets.com/d08429df5c8f3163e5eb37d4b92edb0a0b22d499c4cf8445a5850e111a95d386/VelocityRa/sd-scripts
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/d08429df5c8f3163e5eb37d4b92edb0a0b22d499c4cf8445a5850e111a95d386/VelocityRa/sd-scripts
og:image:alt	Stable Diffusion Fine-tuning Library. Contribute to VelocityRa/sd-scripts development by creating an account on GitHub.
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	5290d7e14309ad1e76106a9c4237bd1041517e83ea182c8ab756752cb0c6940b
turbo-cache-control	no-cache
go-import	github.com/VelocityRa/sd-scripts git https://github.com/VelocityRa/sd-scripts.git
octolytics-dimension-user_id	6632271
octolytics-dimension-user_login	VelocityRa
octolytics-dimension-repository_id	780244534
octolytics-dimension-repository_nwo	VelocityRa/sd-scripts
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	true
octolytics-dimension-repository_parent_id	579557127
octolytics-dimension-repository_parent_nwo	kohya-ss/sd-scripts
octolytics-dimension-repository_network_root_id	579557127
octolytics-dimension-repository_network_root_nwo	kohya-ss/sd-scripts
turbo-body-classes	logged-out env-production page-responsive
disable-turbo	false
browser-stats-url	https://api.github.com/_private/browser/stats
browser-errors-url	https://api.github.com/_private/browser/errors
release	9c975978430e9ad293956f2bbdaf153b1bd84a99
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://github.com/VelocityRa/sd-scripts#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FVelocityRa%2Fsd-scripts
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub Copilot appDirect agents from issue to merge	https://github.com/features/ai/github-app
MCP RegistryNewIntegrate external tools	https://github.com/mcp
ActionsAutomate any workflow	https://github.com/features/actions
CodespacesInstant dev environments	https://github.com/features/codespaces
IssuesPlan and track work	https://github.com/features/issues
Code ReviewManage code changes	https://github.com/features/code-review
GitHub Advanced SecurityFind and fix vulnerabilities	https://github.com/security/advanced-security
Code securitySecure your code as you build	https://github.com/security/advanced-security/code-security
Secret protectionStop leaks before they start	https://github.com/security/advanced-security/secret-protection
Why GitHub	https://github.com/why-github
Documentation	https://docs.github.com
Blog	https://github.blog
Changelog	https://github.blog/changelog
Marketplace	https://github.com/marketplace
View all features	https://github.com/features
Enterprises	https://github.com/enterprise
Small and medium teams	https://github.com/team
Startups	https://github.com/enterprise/startups
Nonprofits	https://github.com/solutions/industry/nonprofits
App Modernization	https://github.com/solutions/use-case/app-modernization
DevSecOps	https://github.com/solutions/use-case/devsecops
DevOps	https://github.com/solutions/use-case/devops
CI/CD	https://github.com/solutions/use-case/ci-cd
View all use cases	https://github.com/solutions/use-case
Healthcare	https://github.com/solutions/industry/healthcare
Financial services	https://github.com/solutions/industry/financial-services
Manufacturing	https://github.com/solutions/industry/manufacturing
Government	https://github.com/solutions/industry/government
View all industries	https://github.com/solutions/industry
View all solutions	https://github.com/solutions
AI	https://github.com/resources/articles?topic=ai
Software Development	https://github.com/resources/articles?topic=software-development
DevOps	https://github.com/resources/articles?topic=devops
Security	https://github.com/resources/articles?topic=security
View all topics	https://github.com/resources/articles
Customer stories	https://github.com/customer-stories
Events & webinars	https://github.com/resources/events
Ebooks & reports	https://github.com/resources/whitepapers
Business insights	https://github.com/solutions/executive-insights
GitHub Skills	https://skills.github.com
Documentation	https://docs.github.com
Customer support	https://support.github.com
Community forum	https://github.com/orgs/community/discussions
Trust center	https://github.com/trust-center
Partners	https://github.com/partners
View all resources	https://github.com/resources
GitHub SponsorsFund open source developers	https://github.com/open-source/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/open-source/accelerator
GitHub Stars	https://stars.github.com
Archive Program	https://archiveprogram.github.com
Topics	https://github.com/topics
Trending	https://github.com/trending
Collections	https://github.com/collections
Enterprise platformAI-powered developer platform	https://github.com/enterprise
GitHub Advanced SecurityEnterprise-grade security features	https://github.com/security/advanced-security
Copilot for BusinessEnterprise-grade AI features	https://github.com/features/copilot/copilot-business
Premium SupportEnterprise-grade 24/7 support	https://github.com/enterprise/premium-support
Pricing	https://github.com/pricing
Search syntax tips	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
documentation	https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FVelocityRa%2Fsd-scripts
Sign up	https://github.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=VelocityRa%2Fsd-scripts
Reload	https://github.com/VelocityRa/sd-scripts
Reload	https://github.com/VelocityRa/sd-scripts
Reload	https://github.com/VelocityRa/sd-scripts
VelocityRa	https://github.com/VelocityRa
sd-scripts	https://github.com/VelocityRa/sd-scripts
kohya-ss/sd-scripts	https://github.com/kohya-ss/sd-scripts
Notifications	https://github.com/login?return_to=%2FVelocityRa%2Fsd-scripts
Fork 0	https://github.com/login?return_to=%2FVelocityRa%2Fsd-scripts
Star 0	https://github.com/login?return_to=%2FVelocityRa%2Fsd-scripts
Code	https://github.com/VelocityRa/sd-scripts
Pull requests 0	https://github.com/VelocityRa/sd-scripts/pulls
Actions	https://github.com/VelocityRa/sd-scripts/actions
Projects	https://github.com/VelocityRa/sd-scripts/projects
Security and quality 0	https://github.com/VelocityRa/sd-scripts/security
Insights	https://github.com/VelocityRa/sd-scripts/pulse
Code	https://github.com/VelocityRa/sd-scripts
Pull requests	https://github.com/VelocityRa/sd-scripts/pulls
Actions	https://github.com/VelocityRa/sd-scripts/actions
Projects	https://github.com/VelocityRa/sd-scripts/projects
Security and quality	https://github.com/VelocityRa/sd-scripts/security
Insights	https://github.com/VelocityRa/sd-scripts/pulse
	https://github.com/VelocityRa/sd-scripts
Branches	https://github.com/VelocityRa/sd-scripts/branches
Tags	https://github.com/VelocityRa/sd-scripts/tags
	https://github.com/VelocityRa/sd-scripts/branches
	https://github.com/VelocityRa/sd-scripts/tags
1,389 Commits	https://github.com/VelocityRa/sd-scripts/commits/main/
	https://github.com/VelocityRa/sd-scripts/commits/main/
.github	https://github.com/VelocityRa/sd-scripts/tree/main/.github
.github	https://github.com/VelocityRa/sd-scripts/tree/main/.github
bitsandbytes_windows	https://github.com/VelocityRa/sd-scripts/tree/main/bitsandbytes_windows
bitsandbytes_windows	https://github.com/VelocityRa/sd-scripts/tree/main/bitsandbytes_windows
docs	https://github.com/VelocityRa/sd-scripts/tree/main/docs
docs	https://github.com/VelocityRa/sd-scripts/tree/main/docs
finetune	https://github.com/VelocityRa/sd-scripts/tree/main/finetune
finetune	https://github.com/VelocityRa/sd-scripts/tree/main/finetune
library	https://github.com/VelocityRa/sd-scripts/tree/main/library
library	https://github.com/VelocityRa/sd-scripts/tree/main/library
networks	https://github.com/VelocityRa/sd-scripts/tree/main/networks
networks	https://github.com/VelocityRa/sd-scripts/tree/main/networks
tools	https://github.com/VelocityRa/sd-scripts/tree/main/tools
tools	https://github.com/VelocityRa/sd-scripts/tree/main/tools
.gitignore	https://github.com/VelocityRa/sd-scripts/blob/main/.gitignore
.gitignore	https://github.com/VelocityRa/sd-scripts/blob/main/.gitignore
LICENSE.md	https://github.com/VelocityRa/sd-scripts/blob/main/LICENSE.md
LICENSE.md	https://github.com/VelocityRa/sd-scripts/blob/main/LICENSE.md
README-ja.md	https://github.com/VelocityRa/sd-scripts/blob/main/README-ja.md
README-ja.md	https://github.com/VelocityRa/sd-scripts/blob/main/README-ja.md
README.md	https://github.com/VelocityRa/sd-scripts/blob/main/README.md
README.md	https://github.com/VelocityRa/sd-scripts/blob/main/README.md
XTI_hijack.py	https://github.com/VelocityRa/sd-scripts/blob/main/XTI_hijack.py
XTI_hijack.py	https://github.com/VelocityRa/sd-scripts/blob/main/XTI_hijack.py
_typos.toml	https://github.com/VelocityRa/sd-scripts/blob/main/_typos.toml
_typos.toml	https://github.com/VelocityRa/sd-scripts/blob/main/_typos.toml
fine_tune.py	https://github.com/VelocityRa/sd-scripts/blob/main/fine_tune.py
fine_tune.py	https://github.com/VelocityRa/sd-scripts/blob/main/fine_tune.py
gen_img.py	https://github.com/VelocityRa/sd-scripts/blob/main/gen_img.py
gen_img.py	https://github.com/VelocityRa/sd-scripts/blob/main/gen_img.py
gen_img_diffusers.py	https://github.com/VelocityRa/sd-scripts/blob/main/gen_img_diffusers.py
gen_img_diffusers.py	https://github.com/VelocityRa/sd-scripts/blob/main/gen_img_diffusers.py
requirements.txt	https://github.com/VelocityRa/sd-scripts/blob/main/requirements.txt
requirements.txt	https://github.com/VelocityRa/sd-scripts/blob/main/requirements.txt
sdxl_gen_img.py	https://github.com/VelocityRa/sd-scripts/blob/main/sdxl_gen_img.py
sdxl_gen_img.py	https://github.com/VelocityRa/sd-scripts/blob/main/sdxl_gen_img.py
sdxl_minimal_inference.py	https://github.com/VelocityRa/sd-scripts/blob/main/sdxl_minimal_inference.py
sdxl_minimal_inference.py	https://github.com/VelocityRa/sd-scripts/blob/main/sdxl_minimal_inference.py
sdxl_train.py	https://github.com/VelocityRa/sd-scripts/blob/main/sdxl_train.py
sdxl_train.py	https://github.com/VelocityRa/sd-scripts/blob/main/sdxl_train.py
sdxl_train_control_net_lllite.py	https://github.com/VelocityRa/sd-scripts/blob/main/sdxl_train_control_net_lllite.py
sdxl_train_control_net_lllite.py	https://github.com/VelocityRa/sd-scripts/blob/main/sdxl_train_control_net_lllite.py
sdxl_train_control_net_lllite_old.py	https://github.com/VelocityRa/sd-scripts/blob/main/sdxl_train_control_net_lllite_old.py
sdxl_train_control_net_lllite_old.py	https://github.com/VelocityRa/sd-scripts/blob/main/sdxl_train_control_net_lllite_old.py
sdxl_train_network.py	https://github.com/VelocityRa/sd-scripts/blob/main/sdxl_train_network.py
sdxl_train_network.py	https://github.com/VelocityRa/sd-scripts/blob/main/sdxl_train_network.py
sdxl_train_textual_inversion.py	https://github.com/VelocityRa/sd-scripts/blob/main/sdxl_train_textual_inversion.py
sdxl_train_textual_inversion.py	https://github.com/VelocityRa/sd-scripts/blob/main/sdxl_train_textual_inversion.py
setup.py	https://github.com/VelocityRa/sd-scripts/blob/main/setup.py
setup.py	https://github.com/VelocityRa/sd-scripts/blob/main/setup.py
train_controlnet.py	https://github.com/VelocityRa/sd-scripts/blob/main/train_controlnet.py
train_controlnet.py	https://github.com/VelocityRa/sd-scripts/blob/main/train_controlnet.py
train_db.py	https://github.com/VelocityRa/sd-scripts/blob/main/train_db.py
train_db.py	https://github.com/VelocityRa/sd-scripts/blob/main/train_db.py
train_network.py	https://github.com/VelocityRa/sd-scripts/blob/main/train_network.py
train_network.py	https://github.com/VelocityRa/sd-scripts/blob/main/train_network.py
train_textual_inversion.py	https://github.com/VelocityRa/sd-scripts/blob/main/train_textual_inversion.py
train_textual_inversion.py	https://github.com/VelocityRa/sd-scripts/blob/main/train_textual_inversion.py
train_textual_inversion_XTI.py	https://github.com/VelocityRa/sd-scripts/blob/main/train_textual_inversion_XTI.py
train_textual_inversion_XTI.py	https://github.com/VelocityRa/sd-scripts/blob/main/train_textual_inversion_XTI.py
README	https://github.com/VelocityRa/sd-scripts
License	https://github.com/VelocityRa/sd-scripts
here	https://github.com/VelocityRa/sd-scripts/blob/main/README.md#sdxl-training
Change History	https://github.com/VelocityRa/sd-scripts#change-history
ページ末尾	https://github.com/VelocityRa/sd-scripts#change-history
日本語版READMEはこちら	https://github.com/VelocityRa/sd-scripts/blob/main/README-ja.md
the repository maintained by bmaltais	https://github.com/bmaltais/kohya_ss
	https://github.com/VelocityRa/sd-scripts#about-requirementstxt
	https://github.com/VelocityRa/sd-scripts#links-to-usage-documentation
English translation by darkstorm2150 is here	https://github.com/darkstorm2150/sd-scripts#links-to-usage-documentation
Training guide - common	https://github.com/VelocityRa/sd-scripts/blob/main/docs/train_README-ja.md
Chinese version	https://github.com/VelocityRa/sd-scripts/blob/main/docs/train_README-zh.md
Dataset config	https://github.com/VelocityRa/sd-scripts/blob/main/docs/config_README-ja.md
DreamBooth training guide	https://github.com/VelocityRa/sd-scripts/blob/main/docs/train_db_README-ja.md
Step by Step fine-tuning guide	https://github.com/VelocityRa/sd-scripts/blob/main/docs/fine_tune_README_ja.md
training LoRA	https://github.com/VelocityRa/sd-scripts/blob/main/docs/train_network_README-ja.md
training Textual Inversion	https://github.com/VelocityRa/sd-scripts/blob/main/docs/train_ti_README-ja.md
Image generation	https://github.com/VelocityRa/sd-scripts/blob/main/docs/gen_img_README-ja.md
Model conversion	https://note.com/kohya_ss/n/n374f316fe4ad
	https://github.com/VelocityRa/sd-scripts#windows-required-dependencies
https://www.python.org/ftp/python/3.10.6/python-3.10.6-amd64.exe	https://www.python.org/ftp/python/3.10.6/python-3.10.6-amd64.exe
https://git-scm.com/download/win	https://git-scm.com/download/win
	https://github.com/VelocityRa/sd-scripts#windows-installation
	https://github.com/VelocityRa/sd-scripts#optional-use-bitsandbytes-8bit-optimizer
bitsandbytes-foundation/bitsandbytes#659	https://github.com/bitsandbytes-foundation/bitsandbytes/issues/659
	https://github.com/VelocityRa/sd-scripts#bitsandbytes-0350-for-windows
	https://github.com/VelocityRa/sd-scripts#bitsandbytes-0411-for-windows
here	https://github.com/jllllll/bitsandbytes-windows-webui
	https://github.com/VelocityRa/sd-scripts#upgrade
	https://github.com/VelocityRa/sd-scripts#credits
cloneofsimo's repo	https://github.com/cloneofsimo/lora
LoCon	https://github.com/KohakuBlueleaf/LoCon
	https://github.com/VelocityRa/sd-scripts#license
Memory Efficient Attention Pytorch	https://github.com/lucidrains/memory-efficient-attention-pytorch
bitsandbytes	https://github.com/TimDettmers/bitsandbytes
BLIP	https://github.com/salesforce/BLIP
	https://github.com/VelocityRa/sd-scripts#sdxl-training
	https://github.com/VelocityRa/sd-scripts#training-scripts-for-sdxl
	https://github.com/VelocityRa/sd-scripts#utility-scripts-for-sdxl
	https://github.com/VelocityRa/sd-scripts#tips-for-sdxl-training
	https://github.com/VelocityRa/sd-scripts#format-of-textual-inversion-embeddings-for-sdxl
	https://github.com/VelocityRa/sd-scripts#controlnet-lllite
documentation	https://github.com/VelocityRa/sd-scripts/blob/main/docs/train_lllite_README.md
	https://github.com/VelocityRa/sd-scripts#change-history
	https://github.com/VelocityRa/sd-scripts#mar-15-2024--2024315-v085
	https://github.com/VelocityRa/sd-scripts#feb-24-2024--2024224-v084
#905	https://github.com/kohya-ss/sd-scripts/pull/905
Upgrade	https://github.com/VelocityRa/sd-scripts#upgrade
#1061	https://github.com/kohya-ss/sd-scripts/pull/1061
#1054	https://github.com/kohya-ss/sd-scripts/pull/1054
#1102	https://github.com/kohya-ss/sd-scripts/pull/1102
#1086	https://github.com/kohya-ss/sd-scripts/pull/1086
#1087	https://github.com/kohya-ss/sd-scripts/pull/1087
#1126	https://github.com/kohya-ss/sd-scripts/pull/1126
here	https://github.com/VelocityRa/sd-scripts/blob/main/docs/gen_img_README-ja.md#about-gradual-latent
#905	https://github.com/kohya-ss/sd-scripts/pull/905
Upgrade	https://github.com/VelocityRa/sd-scripts#upgrade
#1061	https://github.com/kohya-ss/sd-scripts/pull/1061
#1054	https://github.com/kohya-ss/sd-scripts/pull/1054
#1102	https://github.com/kohya-ss/sd-scripts/pull/1102
#1086	https://github.com/kohya-ss/sd-scripts/pull/1086
#1087	https://github.com/kohya-ss/sd-scripts/pull/1087
#1126	https://github.com/kohya-ss/sd-scripts/pull/1126
こちら	https://github.com/VelocityRa/sd-scripts/blob/main/docs/gen_img_README-ja.md#about-gradual-latent
	https://github.com/VelocityRa/sd-scripts#jan-27-2024--2024127-v083
#1079	https://github.com/kohya-ss/sd-scripts/pull/1079
Upgrade	https://github.com/VelocityRa/sd-scripts#upgrade
#1084	https://github.com/kohya-ss/sd-scripts/pull/1084
#1079	https://github.com/kohya-ss/sd-scripts/pull/1079
Upgrade	https://github.com/VelocityRa/sd-scripts#upgrade
#1084	https://github.com/kohya-ss/sd-scripts/pull/1084
	https://github.com/VelocityRa/sd-scripts#jan-23-2024--2024123-v082
#1057	https://github.com/kohya-ss/sd-scripts/pull/1057
xformers repository	https://github.com/facebookresearch/xformers
#1064	https://github.com/kohya-ss/sd-scripts/pull/1064
#1060	https://github.com/kohya-ss/sd-scripts/pull/1060
#1057	https://github.com/kohya-ss/sd-scripts/pull/1057
xformers のリポジトリ	https://github.com/facebookresearch/xformers
#1064	https://github.com/kohya-ss/sd-scripts/pull/1064
#1060	https://github.com/kohya-ss/sd-scripts/pull/1060
Releases	https://github.com/kohya-ss/sd-scripts/releases
Release	https://github.com/kohya-ss/sd-scripts/releases
	https://github.com/VelocityRa/sd-scripts#naming-of-lora
our extension	https://github.com/kohya-ss/sd-webui-additional-networks
	https://github.com/VelocityRa/sd-scripts#loraの名称について
Web UI向け拡張	https://github.com/kohya-ss/sd-webui-additional-networks
	https://github.com/VelocityRa/sd-scripts#sample-image-generation-during-training
	https://github.com/VelocityRa/sd-scripts#サンプル画像生成
Readme	https://github.com/VelocityRa/sd-scripts#readme-ov-file
Apache-2.0 license	https://github.com/VelocityRa/sd-scripts#Apache-2.0-1-ov-file
Please reload this page	https://github.com/VelocityRa/sd-scripts
Activity	https://github.com/VelocityRa/sd-scripts/activity
0 forks	https://github.com/VelocityRa/sd-scripts/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FVelocityRa%2Fsd-scripts&report=VelocityRa+%28user%29
Releases	https://github.com/VelocityRa/sd-scripts/releases
Packages 0	https://github.com/users/VelocityRa/packages?repo_name=sd-scripts
Please reload this page	https://github.com/VelocityRa/sd-scripts
Contributors	https://github.com/VelocityRa/sd-scripts/graphs/contributors
Please reload this page	https://github.com/VelocityRa/sd-scripts
	https://github.com
Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
Privacy	https://docs.github.com/site-policy/privacy-policies/github-privacy-statement
Security	https://github.com/security
Status	https://www.githubstatus.com/
Community	https://github.community/
Docs	https://docs.github.com/
Contact	https://support.github.com?tags=dotcom-footer

Viewport: width=device-width

URLs of crawlers that visited me.