モデル/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
| Discussion

推奨プロンプト

beautiful scenery nature glass bottle landscape, purple galaxy bottle

推奨ネガティブプロンプト

text, watermark

推奨パラメータ

samplers

Euler a

steps

3

cfg

1 - 1.5

ヒント

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.

クリエイタースポンサー

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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モデル詳細

モデルタイプ

LORA

ベースモデル

SD 1.5

モデルバージョン

LCM for SD 1.5

モデルハッシュ

8f90d840e0

作成者

ディスカッション

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