Update README.md

README.md

@@ -13,7 +13,7 @@ inference: false
 Latent Consistency Model (LCM) LoRA was proposed in [LCM-LoRA: A universal Stable-Diffusion Acceleration Module](TODO:) 
 by *Simian Luo, Yiqin Tan, Suraj Patil, Daniel Gu et al.*
 
-It is a distilled consistency adapter for [`stable-diffusion-xl-base-1.0`](stabilityai/stable-diffusion-xl-base-1.0) that allows
+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
 to reduce the number of inference steps to only between **2 - 8 steps**.
 
 | Model                                                                      | Params / M | 
@@ -76,6 +76,10 @@ Works as well! TODO docs
 
 Works as well! TODO docs
 
+## Speed Benchmark
+
+TODO
+
 ## Training
 
 TODO