diff --git a/README.md b/README.md
index 0738675..0ba40ba 100644
--- a/README.md
+++ b/README.md
@@ -143,5 +143,10 @@ Depending on your system resources you may want to tweak these hyperparameters.
 - weird errors with torch.compile and wandb when using DDP
 - make more better tests to decrease yolo
 
+## ack
+
+I trained the llama2.c storyteller models on a 4X A100 40GB box graciously provided by the excellent [Lambda labs](https://lambdalabs.com/service/gpu-cloud), thank you.
+
 ## License
+
 MIT