latent-consistency / text-to-image updated 2 years ago

lcm-lora-sdxl

Name: lcm-lora-sdxl
Author: latent-consistency

Latent Consistency Model (LCM) LoRA was proposed in LCM-LoRA: A universal Stable-Diffusion Acceleration Module by Simian Luo, Yiqin Tan, Suraj Patil, Daniel Gu et al.

Params

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Context

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Downloads 30d

34 K

Likes

771

Commercial use: conditional · openrail++ Not gated SAFETENSORS View on Hugging Face ↗

Download history

daily snapshots · 10 days

36 K32 K

Jul 28Jul 31Aug 3Aug 6

Can you run it?

Estimated VRAM at 8K context unless noted. Pick your hardware to see the verdict per quantization.

File	Quant	Size	Est. VRAM	Verdict on RTX 4090 · 24 GB
model.safetensors	fp16	0.4 GB	0.9 GB	✅ Runs comfortably

Estimate: file size × 1.1 + KV cache at 8K + 0.5 GB overhead. Not a benchmark — how we calculate this.

Specifications

Licence: openrail++
First seen on the Hub: 2023-11-09
Base model: stable-diffusion-xl-base-1.0
Training datasets: undisclosed
Added to our catalog: 2026-07-28

Family

Base model and the most-downloaded derivatives in the catalog.

Base stable-diffusion-xl-base-1.0 stabilityai 1.5 M

Compare with

stable-diffusion-v1-5 1.6 M stable-diffusion-xl-base-1.0 1.5 M sdxl-turbo 1.1 M Z-Image-Turbo 1.1 M dreamshaper-7 895 K Flux2-Klein-9B-True-V2 792 K

Appears in

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