models/LCM-LoRA Weights - Stable Diffusion Acceleration Module - LCM for SD 1.5

LCM-LoRA Weights - Stable Diffusion Acceleration Module - LCM for SD 1.5

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7/10/2025
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11:35:18 AM
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Recommended Parameters

samplers

Euler a

steps

3

cfg

1 - 1.5

Tips

Use LCM-LoRA alongside any SDXL or Stable Diffusion 1.5 model for fast acceleration.

Set CFG to approximately 1.5 and steps to 3 for optimal fast generation.

Generate images nearly instantaneously on an Nvidia 4090 GPU.

Workflow example for ComfyUI is provided as a zip file labeled 'Training Images'.

Check the LCM-LoRA Technical Report and HuggingFace model pages for more details.

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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

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Model Details

Model type

LORA

Base model

SD 1.5

Model version

LCM for SD 1.5

Model hash

8f90d840e0

Creator

Discussion

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