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luosiallen/latent-consistency-model Alternatives

4.6kPythonMITdormant · last push 2.3y agoGitHub

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These projects were analysed and named latent-consistency-model among their alternatives. The relationship is not symmetric — how latent-consistency-model rates them is a separate judgement, made when latent-consistency-model is analysed in its own right.

CompVis/latent-diffusionGitHub

calls latent-consistency-model “few-step latent diffusion model when sampling speed matters, but requires consistency-distilled training instead of LDM's full framework”

High-Resolution Image Synthesis with Latent Diffusion Models

14.2kJupyter Notebookdormant
lucidrains/DALLE2-pytorchGitHub

calls latent-consistency-model “Few-step consistency distillation; choose when generation speed is more important than DALL-E 2's slower prior/decoder pipeline.”

Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch

11.3kPythondormant
NVlabs/SanaGitHub

calls latent-consistency-model “Choose when you want LCM-distilled few-step Stable Diffusion inference rather than Sana's linear-DiT codebase; older and tied to SD.”

SANA: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformer

9.1kPythonactive