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Latent Consistency Models

DPM SDE Karras 30 steps
15 seconds for 8 images

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LCM scheduler 6 steps
4 seconds for 8 images

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Overview

Latent Consistency Models (LCM) is a combination of a scheduler and a LoRA which allow generation within 5-6 steps thus reducing processing time significantly.

Usage

Select the lcm scheduler from the Schedulers dropdown. For API usage see prompt API.