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LCM-LoRA Weights - Stable Diffusion Acceleration Module

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Updated: Jul 29, 2024
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Type
LoRA
Stats
11,819
2,284,371
Reviews
Published
Apr 2, 2024
Base Model
SD 1.5
Hash
AutoV2
8F90D840E0
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theally's Avatar
theally

LCM-LoRA - Acceleration Module!


Tested with ComfyUI, although I hear it's working with Auto1111 now!

Step 1) Download LoRA

Step 2) Add LoRA alongside any SDXL Model (or 1.5 model, if using the SD 1.5 version)

Step 3) Set CFG to ~1.5 and Steps to 3

Step 4) Generate images in ~<1 second (instantaneously on a 4090)

Basic LCM Comfy workflow attached as "Training Images" in zip format.

Read more about the concept here;
https://github.com/luosiallen/latent-consistency-model/blob/main/LCM-LoRA%20Technical%20Report/LCM-LoRA-Technical-Report.pdf

Original HF link - SDXL; https://huggingface.co/latent-consistency/lcm-lora-sdxl/tree/main

Original HF link - SD 1.5; https://huggingface.co/latent-consistency/lcm-lora-sdv1-5