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

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

X Title: GitHub - itadapter/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 - itadapter/diffusers

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

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

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

X: @github

direct link

Domain: patch-diff.githubusercontent.com

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https://patch-diff.githubusercontent.com/itadapter/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/itadapter/diffusers/blob/main/CODE_OF_CONDUCT.md
src/diffusers/pipelineshttps://github.com/huggingface/diffusers/tree/main/src/diffusers/pipelines
this overviewhttps://github.com/huggingface/diffusers/tree/main/src/diffusers/pipelines/README.md#pipelines-summary
src/diffusers/schedulershttps://github.com/huggingface/diffusers/tree/main/src/diffusers/schedulers
src/diffusers/modelshttps://github.com/huggingface/diffusers/tree/main/src/diffusers/models
exampleshttps://github.com/huggingface/diffusers/tree/main/examples
unconditional-image-generationhttps://github.com/huggingface/diffusers/tree/main/examples/unconditional_image_generation
https://patch-diff.githubusercontent.com/itadapter/diffusers#installation
https://patch-diff.githubusercontent.com/itadapter/diffusers#for-pytorch
https://patch-diff.githubusercontent.com/itadapter/diffusers#for-flax
the documentationhttps://huggingface.co/docs/diffusers/optimization/mps
https://patch-diff.githubusercontent.com/itadapter/diffusers#contributing
Contribution guidehttps://github.com/huggingface/diffusers/blob/main/CONTRIBUTING.md
issueshttps://github.com/huggingface/diffusers/issues
Good first issueshttps://github.com/huggingface/diffusers/issues?q=is%3Aopen+is%3Aissue+label%3A%22good+first+issue%22
New model/pipelinehttps://github.com/huggingface/diffusers/issues?q=is%3Aopen+is%3Aissue+label%3A%22New+pipeline%2Fmodel%22
New schedulerhttps://github.com/huggingface/diffusers/issues?q=is%3Aopen+is%3Aissue+label%3A%22New+scheduler%22
https://discord.gg/G7tWnz98XR
https://patch-diff.githubusercontent.com/itadapter/diffusers#quickstart
Getting started with Diffusershttps://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 modelhttps://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://patch-diff.githubusercontent.com/itadapter/diffusers#stable-diffusion-is-fully-compatible-with-diffusers
CompVishttps://github.com/CompVis
Stability AIhttps://stability.ai/
LAIONhttps://laion.ai/
RunwayMLhttps://runwayml.com/
LAION-5Bhttps://laion.ai/blog/laion-5b/
model cardhttps://huggingface.co/CompVis/stable-diffusion
https://patch-diff.githubusercontent.com/itadapter/diffusers#text-to-image-generation-with-stable-diffusion
half-precision (fp16)https://pytorch.org/blog/accelerating-training-on-nvidia-gpus-with-pytorch-automatic-mixed-precision/
https://patch-diff.githubusercontent.com/itadapter/diffusers#running-the-model-locally
https://patch-diff.githubusercontent.com/itadapter/diffusers#jaxflax
https://patch-diff.githubusercontent.com/itadapter/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://patch-diff.githubusercontent.com/itadapter/diffusers#in-painting-using-stable-diffusion
https://patch-diff.githubusercontent.com/itadapter/diffusers#tweak-prompts-reusing-seeds-and-latents
Reusing seeds for deterministic generationhttps://huggingface.co/docs/diffusers/main/en/using-diffusers/reusing_seeds
https://patch-diff.githubusercontent.com/itadapter/diffusers#fine-tuning-stable-diffusion
our training exampleshttps://github.com/huggingface/diffusers/tree/main/examples/textual_inversion
documentationhttps://huggingface.co/docs/diffusers/training/text_inversion
our training examplehttps://github.com/huggingface/diffusers/tree/main/examples/dreambooth
training reporthttps://huggingface.co/blog/dreambooth
a Pokémon Stable Diffusion modelhttps://huggingface.co/justinpinkney/pokemon-stable-diffusion
a Japanese specific version of Stable Diffusionhttps://huggingface.co/spaces/rinna/japanese-stable-diffusion
Rinna Co.https://github.com/rinnakk/japanese-stable-diffusion/
our text-to-image fine-tuning examplehttps://github.com/huggingface/diffusers/tree/main/examples/text_to_image
https://patch-diff.githubusercontent.com/itadapter/diffusers#stable-diffusion-community-pipelines
Community Examples folderhttps://github.com/huggingface/diffusers/tree/main/examples/community
Take a lookhttps://huggingface.co/docs/diffusers/using-diffusers/custom_pipeline_overview
contribute your ownhttps://huggingface.co/docs/diffusers/using-diffusers/contribute_pipeline
https://patch-diff.githubusercontent.com/itadapter/diffusers#other-examples
https://patch-diff.githubusercontent.com/itadapter/diffusers#running-code
Text-to-Image Latent Diffusionhttps://huggingface.co/CompVis/ldm-text2im-large-256
Unconditional Diffusion with discrete schedulerhttps://huggingface.co/google/ddpm-celebahq-256
Unconditional Latent Diffusionhttps://huggingface.co/CompVis/ldm-celebahq-256
Unconditional Diffusion with continuous schedulerhttps://huggingface.co/google/ncsnpp-ffhq-1024
image-to-image generation with Stable Diffusionhttps://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 seedshttps://colab.research.google.com/github/pcuenca/diffusers-examples/blob/main/notebooks/stable-diffusion-seeds.ipynb
https://camo.githubusercontent.com/eff96fda6b2e0fff8cdf2978f89d61aa434bb98c00453ae23dd0aab8d1451633/68747470733a2f2f636f6c61622e72657365617263682e676f6f676c652e636f6d2f6173736574732f636f6c61622d62616467652e737667
Molecule conformation generationhttps://colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers/geodiff_molecule_conformation.ipynb
https://camo.githubusercontent.com/eff96fda6b2e0fff8cdf2978f89d61aa434bb98c00453ae23dd0aab8d1451633/68747470733a2f2f636f6c61622e72657365617263682e676f6f676c652e636f6d2f6173736574732f636f6c61622d62616467652e737667
Model-based reinforcement learninghttps://colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers/reinforcement_learning_with_diffusers.ipynb
https://camo.githubusercontent.com/eff96fda6b2e0fff8cdf2978f89d61aa434bb98c00453ae23dd0aab8d1451633/68747470733a2f2f636f6c61622e72657365617263682e676f6f676c652e636f6d2f6173736574732f636f6c61622d62616467652e737667
https://patch-diff.githubusercontent.com/itadapter/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://patch-diff.githubusercontent.com/itadapter/diffusers#definitions
https://user-images.githubusercontent.com/10695622/174349667-04e9e485-793b-429a-affe-096e8199ad5b.png
https://arxiv.org/abs/2006.11239https://arxiv.org/abs/2006.11239
DDPMhttps://arxiv.org/abs/2006.11239
DDIMhttps://arxiv.org/abs/2010.02502
PNDMhttps://arxiv.org/abs/2202.09778
DEIShttps://arxiv.org/abs/2204.13902
https://user-images.githubusercontent.com/10695622/174349706-53d58acc-a4d1-4cda-b3e8-432d9dc7ad38.png
https://arxiv.org/abs/2006.11239https://arxiv.org/abs/2006.11239
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https://imagen.research.google/https://imagen.research.google/
https://patch-diff.githubusercontent.com/itadapter/diffusers#philosophy
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modelshttps://github.com/huggingface/diffusers/tree/main/src/diffusers/models
Glidehttps://github.com/openai/glide-text2im
Latent Diffusionhttps://github.com/CompVis/latent-diffusion
https://patch-diff.githubusercontent.com/itadapter/diffusers#in-the-works
huggingface#105https://github.com/huggingface/diffusers/pull/105
huggingface#54https://github.com/huggingface/diffusers/pull/54
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https://patch-diff.githubusercontent.com/itadapter/diffusers#credits
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herehttps://github.com/hojonathanho/diffusion
herehttps://github.com/pesser/pytorch_diffusion
herehttps://github.com/ermongroup/ddim
herehttps://github.com/yang-song/score_sde_pytorch
herehttps://github.com/heejkoo/Awesome-Diffusion-Models
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