Rename project branding to LuSIR

README.md

@@ -9,13 +9,13 @@ tags:
 - research
 ---
 
-# sr-diffusion
+# LuSIR
 
-Research checkpoint storage for the `sr-diffusion` project.
+Research checkpoint storage for the LuSIR project. The repository id remains `jwheo/sr-diffusion` for compatibility with existing artifacts and Colab downloads.
 
 GitHub: https://github.com/BitIntx/sr-diffusion
 
-This is a public source-available, non-commercial research project. It trains a
+LuSIR is a public source-available, non-commercial research project. It trains a
 vision-only x4 latent diffusion super-resolution pipeline from scratch and does
 not use a pretrained text-to-image diffusion model.