diff --git a/README.md b/README.md
index d222c9c..e7f1a16 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,4 @@
-# Z ML Energy-Based Models
+# z-EMBs
  
 
 This repository contains an adapted code for [OpenAI's Implicit Generation and Generalization in Energy Based Models](https://arxiv.org/pdf/1903.08689.pdf).
@@ -200,4 +200,4 @@ python ebm_combine.py --task=conceptcombine --exp_size=<exp_size> --exp_shape=<e
 
 ## References
 
-* [Our internal docs in EBMs](https://docs.zapos.io/algos/classical_machine_learning/energy_based_models/).
\ No newline at end of file
+* [Our internal docs in EBMs](https://docs.zapos.io/algos/classical_machine_learning/energy_based_models/).