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This repository was archived by the owner on Feb 7, 2025. It is now read-only.
The clip_sample option for the DDPM and DDIM schedulers clip the predicted noise between -1 and 1. This procedure was borrowed from the SD implementation, and it should be allowed for the user to specify them; for latent diffusion models, where ranges are ~Gaussian, clipping can hinder the training process. This is also in response to Discussion #492: #492.
The clip_sample option for the DDPM and DDIM schedulers clip the predicted noise between -1 and 1. This procedure was borrowed from the SD implementation, and it should be allowed for the user to specify them; for latent diffusion models, where ranges are ~Gaussian, clipping can hinder the training process. This is also in response to Discussion #492: #492.