diff --git a/README.md b/README.md
index d545ff5..17de22c 100644
--- a/README.md
+++ b/README.md
@@ -8,6 +8,8 @@ This implementation was transcribed from the official Tensorflow version Yannic Kilcher | AI Coffeebreak with Letitia | Outlier
+Flax implementation from YiYi Xu
+
Annotated code by Research Scientists / Engineers from 🤗 Huggingface
Update: Turns out none of the technicalities really matters at all | "Cold Diffusion" paper