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Stability AIhttps://stability.ai/
Runwayhttps://runwayml.com/
High-Resolution Image Synthesis with Latent Diffusion Modelshttps://ommer-lab.com/research/latent-diffusion-models/
Robin Rombachhttps://github.com/rromb
Andreas Blattmannhttps://github.com/ablattmann
Dominik Lorenzhttps://github.com/qp-qp
Patrick Esserhttps://github.com/pesser
Björn Ommerhttps://hci.iwr.uni-heidelberg.de/Staff/bommer
CVPR '22 Oralhttps://openaccess.thecvf.com/content/CVPR2022/html/Rombach_High-Resolution_Image_Synthesis_With_Latent_Diffusion_Models_CVPR_2022_paper.html
GitHubhttps://github.com/CompVis/latent-diffusion
arXivhttps://arxiv.org/abs/2112.10752
Project pagehttps://ommer-lab.com/research/latent-diffusion-models/
https://patch-diff.githubusercontent.com/nanless/stable-diffusion/blob/main/assets/stable-samples/txt2img/merged-0006.png
Stable Diffusionhttps://patch-diff.githubusercontent.com/nanless/stable-diffusion#stable-diffusion-v1
Stability AIhttps://stability.ai/
LAIONhttps://laion.ai/
LAION-5Bhttps://laion.ai/blog/laion-5b/
Imagenhttps://arxiv.org/abs/2205.11487
this sectionhttps://patch-diff.githubusercontent.com/nanless/stable-diffusion#stable-diffusion-v1
model cardhttps://huggingface.co/CompVis/stable-diffusion
https://patch-diff.githubusercontent.com/nanless/stable-diffusion#requirements
condahttps://conda.io/
latent diffusionhttps://github.com/CompVis/latent-diffusion
https://patch-diff.githubusercontent.com/nanless/stable-diffusion#stable-diffusion-v1
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the CompVis organization at Hugging Facehttps://huggingface.co/CompVis
a license which contains specific use-based restrictions to prevent misuse and harm as informed by the model card, but otherwise remains permissivehttps://patch-diff.githubusercontent.com/nanless/stable-diffusion/blob/main/LICENSE
known limitations and biaseshttps://patch-diff.githubusercontent.com/nanless/stable-diffusion/blob/main/Stable_Diffusion_v1_Model_Card.md#limitations-and-bias
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the article about the BLOOM Open RAIL licensehttps://bigscience.huggingface.co/blog/the-bigscience-rail-license
https://patch-diff.githubusercontent.com/nanless/stable-diffusion#weights
laion2B-enhttps://huggingface.co/datasets/laion/laion2B-en
laion-high-resolutionhttps://huggingface.co/datasets/laion/laion-high-resolution
laion-aesthetics v2 5+https://laion.ai/blog/laion-aesthetics/
LAION-5Bhttps://laion.ai/blog/laion-5b/
LAION-Aesthetics Predictor V2https://github.com/christophschuhmann/improved-aesthetic-predictor
classifier-free guidance samplinghttps://arxiv.org/abs/2207.12598
classifier-free guidance samplinghttps://arxiv.org/abs/2207.12598
https://patch-diff.githubusercontent.com/nanless/stable-diffusion/blob/main/assets/v1-variants-scores.jpg
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Safety Checker Modulehttps://github.com/CompVis/stable-diffusion/pull/36
invisible watermarkinghttps://github.com/ShieldMnt/invisible-watermark
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Katherine Crowson's implementationhttps://github.com/CompVis/latent-diffusion/pull/51
PLMShttps://arxiv.org/abs/2202.09778
https://patch-diff.githubusercontent.com/nanless/stable-diffusion#diffusers-integration
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https://patch-diff.githubusercontent.com/nanless/stable-diffusion#image-modification-with-stable-diffusion
SDEdithttps://arxiv.org/abs/2108.01073
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OpenAI's ADM codebasehttps://github.com/openai/guided-diffusion
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