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

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

X Title: GitHub - nishio/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 - nishio/diffusers

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

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

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

X: @github

direct link

Domain: github.com

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Skip to content	https://github.com/nishio/diffusers#start-of-content
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Sign in	https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fnishio%2Fdiffusers
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src/diffusers	https://github.com/nishio/diffusers/tree/main/src/diffusers
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	https://github.com/nishio/diffusers/blob/main/docs/source/imgs/diffusers_library.jpg
	https://github.com/huggingface/diffusers/blob/main/LICENSE
	https://github.com/huggingface/diffusers/releases
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src/diffusers/pipelines	https://github.com/huggingface/diffusers/tree/main/src/diffusers/pipelines
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	https://github.com/nishio/diffusers#installation
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	https://github.com/nishio/diffusers#contributing
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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
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	https://discord.gg/G7tWnz98XR
	https://github.com/nishio/diffusers#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
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	https://colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers/training_example.ipynb
	https://github.com/nishio/diffusers#new-stable-diffusion-is-now-fully-compatible-with-diffusers
CompVis	https://github.com/CompVis
Stability AI	https://stability.ai/
LAION	https://laion.ai/
LAION-5B	https://laion.ai/blog/laion-5b/
model card	https://huggingface.co/CompVis/stable-diffusion
model card	https://huggingface.co/CompVis/stable-diffusion-v1-4
this section	https://huggingface.co/docs/hub/security-tokens
	https://github.com/nishio/diffusers#text-to-image-generation-with-stable-diffusion
accepted the license	https://huggingface.co/CompVis/stable-diffusion-v1-4
	https://github.com/nishio/diffusers#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/nishio/diffusers#in-painting-using-stable-diffusion
	https://github.com/nishio/diffusers#tweak-prompts-reusing-seeds-and-latents
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	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
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	https://github.com/nishio/diffusers#examples
	https://github.com/nishio/diffusers#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 continous 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/nishio/diffusers#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/nishio/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://github.com/nishio/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://github.com/nishio/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://github.com/nishio/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
huggingface.co/docs/diffusers	https://huggingface.co/docs/diffusers
Readme	https://github.com/nishio/diffusers#readme-ov-file
Apache-2.0 license	https://github.com/nishio/diffusers#Apache-2.0-1-ov-file
Code of conduct	https://github.com/nishio/diffusers#coc-ov-file
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	https://github.com
Terms	https://docs.github.com/site-policy/github-terms/github-terms-of-service
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Status	https://www.githubstatus.com/
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