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Pipelines汇总

下表总结了目前所有支持的Pipelines,以及相应的论文、任务、推理脚本。

Pipeline 源链接 任务 推理脚本
alt_diffusion Alt Diffusion Text-to-Image Generation link
alt_diffusion Alt Diffusion Image-to-Image Text-Guided Generation link
audio_diffusion Audio Diffusion Unconditional Audio Generation link
controlnet ControlNet with Stable Diffusion Image-to-Image Text-Guided Generation link
dance_diffusion Dance Diffusion Unconditional Audio Generation link
ddpm Denoising Diffusion Probabilistic Models Unconditional Image Generation link
ddim Denoising Diffusion Implicit Models Unconditional Image Generation link
latent_diffusion High-Resolution Image Synthesis with Latent Diffusion Models Text-to-Image Generation link
latent_diffusion High-Resolution Image Synthesis with Latent Diffusion Models Super Superresolution link
latent_diffusion_uncond High-Resolution Image Synthesis with Latent Diffusion Models Unconditional Image Generation link
paint_by_example Paint by Example: Exemplar-based Image Editing with Diffusion Models Image-Guided Image Inpainting link
pndm Pseudo Numerical Methods for Diffusion Models on Manifolds Unconditional Image Generation link
repaint Repaint Image Inpainting link
score_sde_ve Score-Based Generative Modeling through Stochastic Differential Equations Unconditional Image Generation link
semantic_stable_diffusion Semantic Guidance Text-Guided Generation link
stable_diffusion Stable Diffusion Text-to-Image Generation link
stable_diffusion Stable Diffusion Image-to-Image Text-Guided Generation link
stable_diffusion Stable Diffusion Text-Guided Image Inpainting link
stable_diffusion_2 Stable Diffusion 2 Text-to-Image Generation link
stable_diffusion_2 Stable Diffusion 2 Image-to-Image Text-Guided Generation link
stable_diffusion_2 Stable Diffusion 2 Text-Guided Image Inpainting link
stable_diffusion_2 Stable Diffusion 2 Text-Guided Image Upscaling link
stable_diffusion_2 Stable Diffusion 2 Text-Guided Image Upscaling link
stable_diffusion_safe Safe Stable Diffusion Text-to-Image Generation link
stochastic_karras_ve Elucidating the Design Space of Diffusion-Based Generative Models Unconditional Image Generation link
unclip UnCLIP Text-to-Image Generation link
versatile_diffusion Versatile Diffusion Text-to-Image Generation link
versatile_diffusion Versatile Diffusion Image Variation link
versatile_diffusion Versatile Diffusion Dual Text and Image Guided Generation link
vq_diffusion VQ Diffusion Text-to-Image Generation link