René's URL Explorer Experiment

Title: GitHub - fancybit/diffusers at e2243de5f23a2dcae19e7583df6875b2513c9ac6 · GitHub

Open Graph Title: GitHub - fancybit/diffusers at e2243de5f23a2dcae19e7583df6875b2513c9ac6

X Title: GitHub - fancybit/diffusers at e2243de5f23a2dcae19e7583df6875b2513c9ac6

Description: 🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch - GitHub - fancybit/diffusers at e2243de5f23a2dcae19e7583df6875b2513c9ac6

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

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

Opengraph URL: https://github.com/fancybit/diffusers/tree/e2243de5f23a2dcae19e7583df6875b2513c9ac6

X: @github

direct link

Domain: github.com

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og:image:alt	🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch - fancybit/diffusers
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Links:

Skip to content	https://github.com/fancybit/diffusers/tree/e2243de5f23a2dcae19e7583df6875b2513c9ac6#start-of-content
	https://github.com/
Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Ffancybit%2Fdiffusers%2Ftree%2Fe2243de5f23a2dcae19e7583df6875b2513c9ac6
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
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Code ReviewManage code changes	https://github.com/features/code-review
Code QualityEnforce quality at merge	https://github.com/features/code-quality
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
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Reload	https://github.com/fancybit/diffusers/tree/e2243de5f23a2dcae19e7583df6875b2513c9ac6
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diffusers	https://github.com/fancybit/diffusers
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	https://github.com/fancybit/diffusers
Branches	https://github.com/fancybit/diffusers/branches
Tags	https://github.com/fancybit/diffusers/tags
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	https://github.com/fancybit/diffusers/tags
1,148 Commits	https://github.com/fancybit/diffusers/commits/e2243de5f23a2dcae19e7583df6875b2513c9ac6/
	https://github.com/fancybit/diffusers/commits/e2243de5f23a2dcae19e7583df6875b2513c9ac6/
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examples	https://github.com/fancybit/diffusers/tree/e2243de5f23a2dcae19e7583df6875b2513c9ac6/examples
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src/diffusers	https://github.com/fancybit/diffusers/tree/e2243de5f23a2dcae19e7583df6875b2513c9ac6/src/diffusers
src/diffusers	https://github.com/fancybit/diffusers/tree/e2243de5f23a2dcae19e7583df6875b2513c9ac6/src/diffusers
tests	https://github.com/fancybit/diffusers/tree/e2243de5f23a2dcae19e7583df6875b2513c9ac6/tests
tests	https://github.com/fancybit/diffusers/tree/e2243de5f23a2dcae19e7583df6875b2513c9ac6/tests
utils	https://github.com/fancybit/diffusers/tree/e2243de5f23a2dcae19e7583df6875b2513c9ac6/utils
utils	https://github.com/fancybit/diffusers/tree/e2243de5f23a2dcae19e7583df6875b2513c9ac6/utils
.gitignore	https://github.com/fancybit/diffusers/blob/e2243de5f23a2dcae19e7583df6875b2513c9ac6/.gitignore
.gitignore	https://github.com/fancybit/diffusers/blob/e2243de5f23a2dcae19e7583df6875b2513c9ac6/.gitignore
CODE_OF_CONDUCT.md	https://github.com/fancybit/diffusers/blob/e2243de5f23a2dcae19e7583df6875b2513c9ac6/CODE_OF_CONDUCT.md
CODE_OF_CONDUCT.md	https://github.com/fancybit/diffusers/blob/e2243de5f23a2dcae19e7583df6875b2513c9ac6/CODE_OF_CONDUCT.md
CONTRIBUTING.md	https://github.com/fancybit/diffusers/blob/e2243de5f23a2dcae19e7583df6875b2513c9ac6/CONTRIBUTING.md
CONTRIBUTING.md	https://github.com/fancybit/diffusers/blob/e2243de5f23a2dcae19e7583df6875b2513c9ac6/CONTRIBUTING.md
LICENSE	https://github.com/fancybit/diffusers/blob/e2243de5f23a2dcae19e7583df6875b2513c9ac6/LICENSE
LICENSE	https://github.com/fancybit/diffusers/blob/e2243de5f23a2dcae19e7583df6875b2513c9ac6/LICENSE
MANIFEST.in	https://github.com/fancybit/diffusers/blob/e2243de5f23a2dcae19e7583df6875b2513c9ac6/MANIFEST.in
MANIFEST.in	https://github.com/fancybit/diffusers/blob/e2243de5f23a2dcae19e7583df6875b2513c9ac6/MANIFEST.in
Makefile	https://github.com/fancybit/diffusers/blob/e2243de5f23a2dcae19e7583df6875b2513c9ac6/Makefile
Makefile	https://github.com/fancybit/diffusers/blob/e2243de5f23a2dcae19e7583df6875b2513c9ac6/Makefile
README.md	https://github.com/fancybit/diffusers/blob/e2243de5f23a2dcae19e7583df6875b2513c9ac6/README.md
README.md	https://github.com/fancybit/diffusers/blob/e2243de5f23a2dcae19e7583df6875b2513c9ac6/README.md
_typos.toml	https://github.com/fancybit/diffusers/blob/e2243de5f23a2dcae19e7583df6875b2513c9ac6/_typos.toml
_typos.toml	https://github.com/fancybit/diffusers/blob/e2243de5f23a2dcae19e7583df6875b2513c9ac6/_typos.toml
pyproject.toml	https://github.com/fancybit/diffusers/blob/e2243de5f23a2dcae19e7583df6875b2513c9ac6/pyproject.toml
pyproject.toml	https://github.com/fancybit/diffusers/blob/e2243de5f23a2dcae19e7583df6875b2513c9ac6/pyproject.toml
setup.cfg	https://github.com/fancybit/diffusers/blob/e2243de5f23a2dcae19e7583df6875b2513c9ac6/setup.cfg
setup.cfg	https://github.com/fancybit/diffusers/blob/e2243de5f23a2dcae19e7583df6875b2513c9ac6/setup.cfg
setup.py	https://github.com/fancybit/diffusers/blob/e2243de5f23a2dcae19e7583df6875b2513c9ac6/setup.py
setup.py	https://github.com/fancybit/diffusers/blob/e2243de5f23a2dcae19e7583df6875b2513c9ac6/setup.py
README	https://github.com/fancybit/diffusers/tree/e2243de5f23a2dcae19e7583df6875b2513c9ac6
Code of conduct	https://github.com/fancybit/diffusers/tree/e2243de5f23a2dcae19e7583df6875b2513c9ac6
Contributing	https://github.com/fancybit/diffusers/tree/e2243de5f23a2dcae19e7583df6875b2513c9ac6
License	https://github.com/fancybit/diffusers/tree/e2243de5f23a2dcae19e7583df6875b2513c9ac6
	https://github.com/huggingface/diffusers/raw/main/docs/source/imgs/diffusers_library.jpg
	https://github.com/huggingface/diffusers/blob/main/LICENSE
	https://github.com/huggingface/diffusers/releases
	https://github.com/fancybit/diffusers/blob/e2243de5f23a2dcae19e7583df6875b2513c9ac6/CODE_OF_CONDUCT.md
src/diffusers/pipelines	https://github.com/huggingface/diffusers/tree/main/src/diffusers/pipelines
this overview	https://github.com/huggingface/diffusers/tree/main/src/diffusers/pipelines/README.md#pipelines-summary
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
unconditional-image-generation	https://github.com/huggingface/diffusers/tree/main/examples/unconditional_image_generation
	https://github.com/fancybit/diffusers/tree/e2243de5f23a2dcae19e7583df6875b2513c9ac6#installation
the documentation	https://huggingface.co/docs/diffusers/optimization/mps
	https://github.com/fancybit/diffusers/tree/e2243de5f23a2dcae19e7583df6875b2513c9ac6#contributing
Contribution guide	https://github.com/huggingface/diffusers/blob/main/CONTRIBUTING.md
issues	https://github.com/huggingface/diffusers/issues
Good first issues	https://github.com/huggingface/diffusers/issues?q=is%3Aopen+is%3Aissue+label%3A%22good+first+issue%22
New model/pipeline	https://github.com/huggingface/diffusers/issues?q=is%3Aopen+is%3Aissue+label%3A%22New+pipeline%2Fmodel%22
New scheduler	https://github.com/huggingface/diffusers/issues?q=is%3Aopen+is%3Aissue+label%3A%22New+scheduler%22
	https://discord.gg/G7tWnz98XR
	https://github.com/fancybit/diffusers/tree/e2243de5f23a2dcae19e7583df6875b2513c9ac6#quickstart
Getting started with Diffusers	https://colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers/diffusers_intro.ipynb
	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://colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers/training_example.ipynb
	https://github.com/fancybit/diffusers/tree/e2243de5f23a2dcae19e7583df6875b2513c9ac6#stable-diffusion-is-fully-compatible-with-diffusers
CompVis	https://github.com/CompVis
Stability AI	https://stability.ai/
LAION	https://laion.ai/
RunwayML	https://runwayml.com/
LAION-5B	https://laion.ai/blog/laion-5b/
model card	https://huggingface.co/CompVis/stable-diffusion
model card	https://huggingface.co/runwayml/stable-diffusion-v1-5
this section	https://huggingface.co/docs/hub/security-tokens
	https://github.com/fancybit/diffusers/tree/e2243de5f23a2dcae19e7583df6875b2513c9ac6#text-to-image-generation-with-stable-diffusion
this	https://github.com/fancybit/diffusers/tree/e2243de5f23a2dcae19e7583df6875b2513c9ac6#running-the-model-locally
half-precision (fp16)	https://pytorch.org/blog/accelerating-training-on-nvidia-gpus-with-pytorch-automatic-mixed-precision/
	https://github.com/fancybit/diffusers/tree/e2243de5f23a2dcae19e7583df6875b2513c9ac6#running-the-model-locally
accepted the license	https://huggingface.co/runwayml/stable-diffusion-v1-5
	https://github.com/fancybit/diffusers/tree/e2243de5f23a2dcae19e7583df6875b2513c9ac6#jaxflax
	https://github.com/fancybit/diffusers/tree/e2243de5f23a2dcae19e7583df6875b2513c9ac6#image-to-image-text-guided-generation-with-stable-diffusion
	https://colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers/image_2_image_using_diffusers.ipynb
	https://github.com/fancybit/diffusers/tree/e2243de5f23a2dcae19e7583df6875b2513c9ac6#in-painting-using-stable-diffusion
model card	https://huggingface.co/runwayml/stable-diffusion-inpainting
this section	https://huggingface.co/docs/hub/security-tokens
	https://github.com/fancybit/diffusers/tree/e2243de5f23a2dcae19e7583df6875b2513c9ac6#tweak-prompts-reusing-seeds-and-latents
This notebook	https://github.com/pcuenca/diffusers-examples/blob/main/notebooks/stable-diffusion-seeds.ipynb
	https://colab.research.google.com/github/pcuenca/diffusers-examples/blob/main/notebooks/stable-diffusion-seeds.ipynb
the Stable Diffusion notebook	https://colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers/stable_diffusion.ipynb
	https://colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers/stable_diffusion.ipynb
release notes	https://github.com/huggingface/diffusers/releases/tag/v0.2.0
	https://github.com/fancybit/diffusers/tree/e2243de5f23a2dcae19e7583df6875b2513c9ac6#examples
	https://github.com/fancybit/diffusers/tree/e2243de5f23a2dcae19e7583df6875b2513c9ac6#running-code
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 continuous scheduler	https://huggingface.co/google/ncsnpp-ffhq-1024
image-to-image generation with Stable Diffusion	https://colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers/image_2_image_using_diffusers.ipynb
	https://camo.githubusercontent.com/eff96fda6b2e0fff8cdf2978f89d61aa434bb98c00453ae23dd0aab8d1451633/68747470733a2f2f636f6c61622e72657365617263682e676f6f676c652e636f6d2f6173736574732f636f6c61622d62616467652e737667
tweak images via repeated Stable Diffusion seeds	https://colab.research.google.com/github/pcuenca/diffusers-examples/blob/main/notebooks/stable-diffusion-seeds.ipynb
	https://camo.githubusercontent.com/eff96fda6b2e0fff8cdf2978f89d61aa434bb98c00453ae23dd0aab8d1451633/68747470733a2f2f636f6c61622e72657365617263682e676f6f676c652e636f6d2f6173736574732f636f6c61622d62616467652e737667
	https://github.com/fancybit/diffusers/tree/e2243de5f23a2dcae19e7583df6875b2513c9ac6#web-demos
	https://huggingface.co/spaces/CompVis/text2img-latent-diffusion
	https://huggingface.co/spaces/CompVis/celeba-latent-diffusion
	https://huggingface.co/spaces/fusing/celeba-diffusion
	https://huggingface.co/spaces/huggingface/diffuse-the-rest
	https://huggingface.co/spaces/Shuang59/Composable-Diffusion
	https://github.com/fancybit/diffusers/tree/e2243de5f23a2dcae19e7583df6875b2513c9ac6#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://github.com/fancybit/diffusers/tree/e2243de5f23a2dcae19e7583df6875b2513c9ac6#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://github.com/fancybit/diffusers/tree/e2243de5f23a2dcae19e7583df6875b2513c9ac6#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://github.com/fancybit/diffusers/tree/e2243de5f23a2dcae19e7583df6875b2513c9ac6#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
	https://github.com/fancybit/diffusers/tree/e2243de5f23a2dcae19e7583df6875b2513c9ac6#citation
huggingface.co/docs/diffusers	https://huggingface.co/docs/diffusers
Readme	https://github.com/fancybit/diffusers/tree/e2243de5f23a2dcae19e7583df6875b2513c9ac6#readme-ov-file
License	https://github.com/fancybit/diffusers/tree/e2243de5f23a2dcae19e7583df6875b2513c9ac6#License-1-ov-file
Code of conduct	https://github.com/fancybit/diffusers/tree/e2243de5f23a2dcae19e7583df6875b2513c9ac6#coc-ov-file
Contributing	https://github.com/fancybit/diffusers/tree/e2243de5f23a2dcae19e7583df6875b2513c9ac6#contributing-ov-file
Activity	https://github.com/fancybit/diffusers/activity
0 stars	https://github.com/fancybit/diffusers/stargazers
0 watching	https://github.com/fancybit/diffusers/watchers
0 forks	https://github.com/fancybit/diffusers/forks
Report repository	https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Ffancybit%2Fdiffusers&report=fancybit+%28user%29
	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

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URLs of crawlers that visited me.