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

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

X Title: GitHub - ryanrussell/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 - ryanrussell/diffusers

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

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

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

X: @github

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	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/blob/main/docs/source/en/imgs/diffusers_library.jpg
	https://github.com/huggingface/diffusers/blob/main/LICENSE
	https://github.com/huggingface/diffusers/releases
	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/blob/main/CODE_OF_CONDUCT.md
usability over performance	https://huggingface.co/docs/diffusers/conceptual/philosophy#usability-over-performance
simple over easy	https://huggingface.co/docs/diffusers/conceptual/philosophy#simple-over-easy
customizability over abstractions	https://huggingface.co/docs/diffusers/conceptual/philosophy#tweakable-contributorfriendly-over-abstraction
diffusion pipelines	https://huggingface.co/docs/diffusers/api/pipelines/overview
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	https://patch-diff.githubusercontent.com/ryanrussell/diffusers#installation
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	https://patch-diff.githubusercontent.com/ryanrussell/diffusers#quickstart
Hub	https://huggingface.co/models?library=diffusers&sort=downloads
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	https://patch-diff.githubusercontent.com/ryanrussell/diffusers#supported-pipelines
alt_diffusion	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/blob/main/api/pipelines/alt_diffusion
AltDiffusion	https://arxiv.org/abs/2211.06679
audio_diffusion	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/blob/main/api/pipelines/audio_diffusion
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controlnet	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/blob/main/api/pipelines/stable_diffusion/controlnet
ControlNet with Stable Diffusion	https://arxiv.org/abs/2302.05543
cycle_diffusion	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/blob/main/api/pipelines/cycle_diffusion
Cycle Diffusion	https://arxiv.org/abs/2210.05559
dance_diffusion	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/blob/main/api/pipelines/dance_diffusion
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ddpm	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/blob/main/api/pipelines/ddpm
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ddim	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/blob/main/api/pipelines/ddim
Denoising Diffusion Implicit Models	https://arxiv.org/abs/2010.02502
latent_diffusion	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/blob/main/api/pipelines/latent_diffusion
High-Resolution Image Synthesis with Latent Diffusion Models	https://arxiv.org/abs/2112.10752
latent_diffusion	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/blob/main/api/pipelines/latent_diffusion
High-Resolution Image Synthesis with Latent Diffusion Models	https://arxiv.org/abs/2112.10752
latent_diffusion_uncond	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/blob/main/api/pipelines/latent_diffusion_uncond
High-Resolution Image Synthesis with Latent Diffusion Models	https://arxiv.org/abs/2112.10752
paint_by_example	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/blob/main/api/pipelines/paint_by_example
Paint by Example: Exemplar-based Image Editing with Diffusion Models	https://arxiv.org/abs/2211.13227
pndm	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/blob/main/api/pipelines/pndm
Pseudo Numerical Methods for Diffusion Models on Manifolds	https://arxiv.org/abs/2202.09778
score_sde_ve	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/blob/main/api/pipelines/score_sde_ve
Score-Based Generative Modeling through Stochastic Differential Equations	https://openreview.net/forum?id=PxTIG12RRHS
score_sde_vp	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/blob/main/api/pipelines/score_sde_vp
Score-Based Generative Modeling through Stochastic Differential Equations	https://openreview.net/forum?id=PxTIG12RRHS
semantic_stable_diffusion	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/blob/main/api/pipelines/semantic_stable_diffusion
Semantic Guidance	https://arxiv.org/abs/2301.12247
stable_diffusion_text2img	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/blob/main/api/pipelines/stable_diffusion/text2img
Stable Diffusion	https://stability.ai/blog/stable-diffusion-public-release
stable_diffusion_img2img	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/blob/main/api/pipelines/stable_diffusion/img2img
Stable Diffusion	https://stability.ai/blog/stable-diffusion-public-release
stable_diffusion_inpaint	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/blob/main/api/pipelines/stable_diffusion/inpaint
Stable Diffusion	https://stability.ai/blog/stable-diffusion-public-release
stable_diffusion_panorama	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/blob/main/api/pipelines/stable_diffusion/panorama
MultiDiffusion	https://multidiffusion.github.io/
stable_diffusion_pix2pix	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/blob/main/api/pipelines/stable_diffusion/pix2pix
InstructPix2Pix	https://github.com/timothybrooks/instruct-pix2pix
stable_diffusion_pix2pix_zero	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/blob/main/api/pipelines/stable_diffusion/pix2pix_zero
Zero-shot Image-to-Image Translation	https://pix2pixzero.github.io/
stable_diffusion_attend_and_excite	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/blob/main/api/pipelines/stable_diffusion/attend_and_excite
Attend and Excite for Stable Diffusion	https://attendandexcite.github.io/Attend-and-Excite/
stable_diffusion_self_attention_guidance	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/blob/main/api/pipelines/stable_diffusion/self_attention_guidance
Self-Attention Guidance	https://ku-cvlab.github.io/Self-Attention-Guidance
stable_diffusion_image_variation	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/blob/main/stable_diffusion/image_variation
Stable Diffusion Image Variations	https://github.com/LambdaLabsML/lambda-diffusers#stable-diffusion-image-variations
stable_diffusion_latent_upscale	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/blob/main/stable_diffusion/latent_upscale
Stable Diffusion Latent Upscaler	https://twitter.com/StabilityAI/status/1590531958815064065
stable_diffusion_2	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/blob/main/api/pipelines/stable_diffusion_2
Stable Diffusion 2	https://stability.ai/blog/stable-diffusion-v2-release
stable_diffusion_2	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/blob/main/api/pipelines/stable_diffusion_2
Stable Diffusion 2	https://stability.ai/blog/stable-diffusion-v2-release
stable_diffusion_2	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/blob/main/api/pipelines/stable_diffusion_2
Depth-Conditional Stable Diffusion	https://github.com/Stability-AI/stablediffusion#depth-conditional-stable-diffusion
stable_diffusion_2	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/blob/main/api/pipelines/stable_diffusion_2
Stable Diffusion 2	https://stability.ai/blog/stable-diffusion-v2-release
stable_diffusion_safe	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/blob/main/api/pipelines/stable_diffusion_safe
Safe Stable Diffusion	https://arxiv.org/abs/2211.05105
stable_unclip	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/blob/main/stable_unclip
stable_unclip	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/blob/main/stable_unclip
stochastic_karras_ve	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/blob/main/api/pipelines/stochastic_karras_ve
Elucidating the Design Space of Diffusion-Based Generative Models	https://arxiv.org/abs/2206.00364
unclip	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/blob/main/api/pipelines/unclip
Hierarchical Text-Conditional Image Generation with CLIP Latents	https://arxiv.org/abs/2204.06125
versatile_diffusion	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/blob/main/api/pipelines/versatile_diffusion
Versatile Diffusion: Text, Images and Variations All in One Diffusion Model	https://arxiv.org/abs/2211.08332
versatile_diffusion	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/blob/main/api/pipelines/versatile_diffusion
Versatile Diffusion: Text, Images and Variations All in One Diffusion Model	https://arxiv.org/abs/2211.08332
versatile_diffusion	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/blob/main/api/pipelines/versatile_diffusion
Versatile Diffusion: Text, Images and Variations All in One Diffusion Model	https://arxiv.org/abs/2211.08332
vq_diffusion	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/blob/main/api/pipelines/vq_diffusion
Vector Quantized Diffusion Model for Text-to-Image Synthesis	https://arxiv.org/abs/2111.14822
	https://patch-diff.githubusercontent.com/ryanrussell/diffusers#contribution
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://patch-diff.githubusercontent.com/ryanrussell/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
	https://patch-diff.githubusercontent.com/ryanrussell/diffusers#citation
huggingface.co/docs/diffusers	https://huggingface.co/docs/diffusers
Readme	https://patch-diff.githubusercontent.com/ryanrussell/diffusers#readme-ov-file
Apache-2.0 license	https://patch-diff.githubusercontent.com/ryanrussell/diffusers#Apache-2.0-1-ov-file
Code of conduct	https://patch-diff.githubusercontent.com/ryanrussell/diffusers#coc-ov-file
Contributing	https://patch-diff.githubusercontent.com/ryanrussell/diffusers#contributing-ov-file
Please reload this page	https://patch-diff.githubusercontent.com/ryanrussell/diffusers
Activity	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/activity
0 stars	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/stargazers
0 watching	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/watchers
0 forks	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/forks
Report repository	https://patch-diff.githubusercontent.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fryanrussell%2Fdiffusers&report=ryanrussell+%28user%29
Releases	https://patch-diff.githubusercontent.com/ryanrussell/diffusers/releases
Packages 0	https://patch-diff.githubusercontent.com/users/ryanrussell/packages?repo_name=diffusers
Please reload this page	https://patch-diff.githubusercontent.com/ryanrussell/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

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