update LCM-LoRA arxiv link

README.md

@@ -10,7 +10,7 @@ inference: false
 
 # Latent Consistency Model (LCM) LoRA: SDXL
 
-Latent Consistency Model (LCM) LoRA was proposed in [LCM-LoRA: A universal Stable-Diffusion Acceleration Module](https://github.com/luosiallen/latent-consistency-model/blob/main/LCM-LoRA%20Technical%20Report/LCM-LoRA-Technical-Report.pdf) 
+Latent Consistency Model (LCM) LoRA was proposed in [LCM-LoRA: A universal Stable-Diffusion Acceleration Module](https://arxiv.org/abs/2311.05556) 
 by *Simian Luo, Yiqin Tan, Suraj Patil, Daniel Gu et al.*
 
 It is a distilled consistency adapter for [`stable-diffusion-xl-base-1.0`](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0) that allows