René's URL Explorer Experiment

Title: GitHub - osanseviero/diffusers: 🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

Open Graph Title: GitHub - osanseviero/diffusers: 🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

X Title: GitHub - osanseviero/diffusers: 🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch

Description: 🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch - osanseviero/diffusers

Open Graph Description: 🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch - osanseviero/diffusers

X Description: 🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch - osanseviero/diffusers

Opengraph URL: https://github.com/osanseviero/diffusers

X: @github

direct link

Domain: patch-diff.githubusercontent.com

route-pattern	/:user_id/:repository
route-controller	files
route-action	disambiguate
fetch-nonce	v2:6525a0b1-ed2c-5c81-9330-99ca35569479
current-catalog-service-hash	f3abb0cc802f3d7b95fc8762b94bdcb13bf39634c40c357301c4aa1d67a256fb
request-id	9DAE:FA969:17605C:1F9FD7:698E29B5
html-safe-nonce	5515c5088fda80003c242a2e6f06baabb8f08a3e6f5c7e7b1d861ad14cf63f31
visitor-payload	eyJyZWZlcnJlciI6IiIsInJlcXVlc3RfaWQiOiI5REFFOkZBOTY5OjE3NjA1QzoxRjlGRDc6Njk4RTI5QjUiLCJ2aXNpdG9yX2lkIjoiNzc4MzA3OTgxNzA0NjI3MjQzNyIsInJlZ2lvbl9lZGdlIjoiaWFkIiwicmVnaW9uX3JlbmRlciI6ImlhZCJ9
visitor-hmac	0197a4be9676e653ff9a656b7e66c55833568516953d48f6ee0cea6682793eff
hovercard-subject-tag	repository:517340643
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/osanseviero/diffusers
twitter:image	https://opengraph.githubassets.com/a084c810ed55d205a9e5b5e597e034931a0ad8c1d4e4d285c7047429469a4572/osanseviero/diffusers
twitter:card	summary_large_image
og:image	https://opengraph.githubassets.com/a084c810ed55d205a9e5b5e597e034931a0ad8c1d4e4d285c7047429469a4572/osanseviero/diffusers
og:image:alt	🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch - osanseviero/diffusers
og:image:width	1200
og:image:height	600
og:site_name	GitHub
og:type	object
hostname	github.com
expected-hostname	github.com
None	a5632af64f7fed7bff1d6a428d1aca1b94fa7a48f760de2d39d9b1effdbf0082
turbo-cache-control	no-preview
go-import	github.com/osanseviero/diffusers git https://github.com/osanseviero/diffusers.git
octolytics-dimension-user_id	7246357
octolytics-dimension-user_login	osanseviero
octolytics-dimension-repository_id	517340643
octolytics-dimension-repository_nwo	osanseviero/diffusers
octolytics-dimension-repository_public	true
octolytics-dimension-repository_is_fork	true
octolytics-dimension-repository_parent_id	498011141
octolytics-dimension-repository_parent_nwo	huggingface/diffusers
octolytics-dimension-repository_network_root_id	498011141
octolytics-dimension-repository_network_root_nwo	huggingface/diffusers
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	2f1e729d231ea1ea5a098d21f1491b75bea53631
ui-target	full
theme-color	#1e2327
color-scheme	light dark

Links:

Skip to content	https://patch-diff.githubusercontent.com/osanseviero/diffusers#start-of-content
	https://patch-diff.githubusercontent.com/
Sign in	https://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fosanseviero%2Fdiffusers
GitHub CopilotWrite better code with AI	https://github.com/features/copilot
GitHub SparkBuild and deploy intelligent apps	https://github.com/features/spark
GitHub ModelsManage and compare prompts	https://github.com/features/models
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
GitHub SponsorsFund open source developers	https://github.com/sponsors
Security Lab	https://securitylab.github.com
Maintainer Community	https://maintainers.github.com
Accelerator	https://github.com/accelerator
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/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://patch-diff.githubusercontent.com/login?return_to=https%3A%2F%2Fgithub.com%2Fosanseviero%2Fdiffusers
Sign up	https://patch-diff.githubusercontent.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=osanseviero%2Fdiffusers
Reload	https://patch-diff.githubusercontent.com/osanseviero/diffusers
Reload	https://patch-diff.githubusercontent.com/osanseviero/diffusers
Reload	https://patch-diff.githubusercontent.com/osanseviero/diffusers
osanseviero	https://patch-diff.githubusercontent.com/osanseviero
diffusers	https://patch-diff.githubusercontent.com/osanseviero/diffusers
huggingface/diffusers	https://patch-diff.githubusercontent.com/huggingface/diffusers
Notifications	https://patch-diff.githubusercontent.com/login?return_to=%2Fosanseviero%2Fdiffusers
Fork 0	https://patch-diff.githubusercontent.com/login?return_to=%2Fosanseviero%2Fdiffusers
Star 0	https://patch-diff.githubusercontent.com/login?return_to=%2Fosanseviero%2Fdiffusers
Apache-2.0 license	https://patch-diff.githubusercontent.com/osanseviero/diffusers/blob/main/LICENSE
0 stars	https://patch-diff.githubusercontent.com/osanseviero/diffusers/stargazers
6.8k forks	https://patch-diff.githubusercontent.com/osanseviero/diffusers/forks
Branches	https://patch-diff.githubusercontent.com/osanseviero/diffusers/branches
Tags	https://patch-diff.githubusercontent.com/osanseviero/diffusers/tags
Activity	https://patch-diff.githubusercontent.com/osanseviero/diffusers/activity
Star	https://patch-diff.githubusercontent.com/login?return_to=%2Fosanseviero%2Fdiffusers
Notifications	https://patch-diff.githubusercontent.com/login?return_to=%2Fosanseviero%2Fdiffusers
Code	https://patch-diff.githubusercontent.com/osanseviero/diffusers
Pull requests 0	https://patch-diff.githubusercontent.com/osanseviero/diffusers/pulls
Actions	https://patch-diff.githubusercontent.com/osanseviero/diffusers/actions
Projects 0	https://patch-diff.githubusercontent.com/osanseviero/diffusers/projects
Security 0	https://patch-diff.githubusercontent.com/osanseviero/diffusers/security
Insights	https://patch-diff.githubusercontent.com/osanseviero/diffusers/pulse
Code	https://patch-diff.githubusercontent.com/osanseviero/diffusers
Pull requests	https://patch-diff.githubusercontent.com/osanseviero/diffusers/pulls
Actions	https://patch-diff.githubusercontent.com/osanseviero/diffusers/actions
Projects	https://patch-diff.githubusercontent.com/osanseviero/diffusers/projects
Security	https://patch-diff.githubusercontent.com/osanseviero/diffusers/security
Insights	https://patch-diff.githubusercontent.com/osanseviero/diffusers/pulse
Branches	https://patch-diff.githubusercontent.com/osanseviero/diffusers/branches
Tags	https://patch-diff.githubusercontent.com/osanseviero/diffusers/tags
	https://patch-diff.githubusercontent.com/osanseviero/diffusers/branches
	https://patch-diff.githubusercontent.com/osanseviero/diffusers/tags
668 Commits	https://patch-diff.githubusercontent.com/osanseviero/diffusers/commits/main/
	https://patch-diff.githubusercontent.com/osanseviero/diffusers/commits/main/
.github/workflows	https://patch-diff.githubusercontent.com/osanseviero/diffusers/tree/main/.github/workflows
.github/workflows	https://patch-diff.githubusercontent.com/osanseviero/diffusers/tree/main/.github/workflows
docs/source	https://patch-diff.githubusercontent.com/osanseviero/diffusers/tree/main/docs/source
docs/source	https://patch-diff.githubusercontent.com/osanseviero/diffusers/tree/main/docs/source
examples	https://patch-diff.githubusercontent.com/osanseviero/diffusers/tree/main/examples
examples	https://patch-diff.githubusercontent.com/osanseviero/diffusers/tree/main/examples
scripts	https://patch-diff.githubusercontent.com/osanseviero/diffusers/tree/main/scripts
scripts	https://patch-diff.githubusercontent.com/osanseviero/diffusers/tree/main/scripts
src/diffusers	https://patch-diff.githubusercontent.com/osanseviero/diffusers/tree/main/src/diffusers
src/diffusers	https://patch-diff.githubusercontent.com/osanseviero/diffusers/tree/main/src/diffusers
tests	https://patch-diff.githubusercontent.com/osanseviero/diffusers/tree/main/tests
tests	https://patch-diff.githubusercontent.com/osanseviero/diffusers/tree/main/tests
utils	https://patch-diff.githubusercontent.com/osanseviero/diffusers/tree/main/utils
utils	https://patch-diff.githubusercontent.com/osanseviero/diffusers/tree/main/utils
.gitignore	https://patch-diff.githubusercontent.com/osanseviero/diffusers/blob/main/.gitignore
.gitignore	https://patch-diff.githubusercontent.com/osanseviero/diffusers/blob/main/.gitignore
LICENSE	https://patch-diff.githubusercontent.com/osanseviero/diffusers/blob/main/LICENSE
LICENSE	https://patch-diff.githubusercontent.com/osanseviero/diffusers/blob/main/LICENSE
MANIFEST.in	https://patch-diff.githubusercontent.com/osanseviero/diffusers/blob/main/MANIFEST.in
MANIFEST.in	https://patch-diff.githubusercontent.com/osanseviero/diffusers/blob/main/MANIFEST.in
Makefile	https://patch-diff.githubusercontent.com/osanseviero/diffusers/blob/main/Makefile
Makefile	https://patch-diff.githubusercontent.com/osanseviero/diffusers/blob/main/Makefile
README.md	https://patch-diff.githubusercontent.com/osanseviero/diffusers/blob/main/README.md
README.md	https://patch-diff.githubusercontent.com/osanseviero/diffusers/blob/main/README.md
pyproject.toml	https://patch-diff.githubusercontent.com/osanseviero/diffusers/blob/main/pyproject.toml
pyproject.toml	https://patch-diff.githubusercontent.com/osanseviero/diffusers/blob/main/pyproject.toml
setup.cfg	https://patch-diff.githubusercontent.com/osanseviero/diffusers/blob/main/setup.cfg
setup.cfg	https://patch-diff.githubusercontent.com/osanseviero/diffusers/blob/main/setup.cfg
setup.py	https://patch-diff.githubusercontent.com/osanseviero/diffusers/blob/main/setup.py
setup.py	https://patch-diff.githubusercontent.com/osanseviero/diffusers/blob/main/setup.py
README	https://patch-diff.githubusercontent.com/osanseviero/diffusers
License	https://patch-diff.githubusercontent.com/osanseviero/diffusers
	https://patch-diff.githubusercontent.com/osanseviero/diffusers/blob/main/docs/source/imgs/diffusers_library.jpg
	https://github.com/huggingface/diffusers/blob/main/LICENSE
	https://github.com/huggingface/diffusers/releases
	https://patch-diff.githubusercontent.com/osanseviero/diffusers/blob/main/CODE_OF_CONDUCT.md
src/diffusers/pipelines	https://github.com/huggingface/diffusers/tree/main/src/diffusers/pipelines
src/diffusers/schedulers	https://github.com/huggingface/diffusers/tree/main/src/diffusers/schedulers
src/diffusers/models	https://github.com/huggingface/diffusers/tree/main/src/diffusers/models
examples	https://github.com/huggingface/diffusers/tree/main/examples
	https://patch-diff.githubusercontent.com/osanseviero/diffusers#quickstart
Getting started with Diffusers	https://colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers/diffusers_intro.ipynb
Training a diffusers model	https://colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers/training_example.ipynb
	https://patch-diff.githubusercontent.com/osanseviero/diffusers#examples
Text-to-Image Latent Diffusion	https://huggingface.co/CompVis/ldm-text2im-large-256
Unconditional Diffusion with discrete scheduler	https://huggingface.co/google/ddpm-celebahq-256
Unconditional Latent Diffusion	https://huggingface.co/CompVis/ldm-celebahq-256
Unconditional Diffusion with continous scheduler	https://huggingface.co/google/ncsnpp-ffhq-1024
	https://huggingface.co/spaces/CompVis/text2img-latent-diffusion
	https://huggingface.co/spaces/CompVis/celeba-latent-diffusion
	https://huggingface.co/spaces/fusing/celeba-diffusion
	https://patch-diff.githubusercontent.com/osanseviero/diffusers#definitions
	https://user-images.githubusercontent.com/10695622/174349667-04e9e485-793b-429a-affe-096e8199ad5b.png
https://arxiv.org/abs/2006.11239	https://arxiv.org/abs/2006.11239
DDPM	https://arxiv.org/abs/2006.11239
DDIM	https://arxiv.org/abs/2010.02502
PNDM	https://arxiv.org/abs/2202.09778
DEIS	https://arxiv.org/abs/2204.13902
	https://user-images.githubusercontent.com/10695622/174349706-53d58acc-a4d1-4cda-b3e8-432d9dc7ad38.png
https://arxiv.org/abs/2006.11239	https://arxiv.org/abs/2006.11239
	https://user-images.githubusercontent.com/10695622/174348898-481bd7c2-5457-4830-89bc-f0907756f64c.jpeg
https://imagen.research.google/	https://imagen.research.google/
	https://patch-diff.githubusercontent.com/osanseviero/diffusers#philosophy
schedulers	https://github.com/huggingface/diffusers/tree/main/src/diffusers/schedulers
models	https://github.com/huggingface/diffusers/tree/main/src/diffusers/models
Glide	https://github.com/openai/glide-text2im
Latent Diffusion	https://github.com/CompVis/latent-diffusion
	https://patch-diff.githubusercontent.com/osanseviero/diffusers#installation
	https://patch-diff.githubusercontent.com/osanseviero/diffusers#in-the-works
huggingface#105	https://github.com/huggingface/diffusers/pull/105
huggingface#54	https://github.com/huggingface/diffusers/pull/54
GitHub issue	https://github.com/huggingface/diffusers/issues
	https://patch-diff.githubusercontent.com/osanseviero/diffusers#credits
here	https://github.com/CompVis/latent-diffusion
here	https://github.com/hojonathanho/diffusion
here	https://github.com/pesser/pytorch_diffusion
here	https://github.com/ermongroup/ddim
here	https://github.com/yang-song/score_sde_pytorch
here	https://github.com/heejkoo/Awesome-Diffusion-Models
Readme	https://patch-diff.githubusercontent.com/osanseviero/diffusers#readme-ov-file
Apache-2.0 license	https://patch-diff.githubusercontent.com/osanseviero/diffusers#Apache-2.0-1-ov-file
Please reload this page	https://patch-diff.githubusercontent.com/osanseviero/diffusers
Activity	https://patch-diff.githubusercontent.com/osanseviero/diffusers/activity
0 stars	https://patch-diff.githubusercontent.com/osanseviero/diffusers/stargazers
0 watching	https://patch-diff.githubusercontent.com/osanseviero/diffusers/watchers
0 forks	https://patch-diff.githubusercontent.com/osanseviero/diffusers/forks
Report repository	https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fosanseviero%2Fdiffusers&report=osanseviero+%28user%29
Releases	https://patch-diff.githubusercontent.com/osanseviero/diffusers/releases
6 tags	https://patch-diff.githubusercontent.com/osanseviero/diffusers/tags
Packages 0	https://patch-diff.githubusercontent.com/users/osanseviero/packages?repo_name=diffusers
	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.