diff --git a/tutorials/0_to_litgpt.md b/tutorials/0_to_litgpt.md
index 65d19cef10..76d928bd0f 100644
--- a/tutorials/0_to_litgpt.md
+++ b/tutorials/0_to_litgpt.md
@@ -43,7 +43,7 @@ pip install -e '.[all]'
  
 ## Pretrain LLMs
 
-Finetuning LLMs requires substantial compute resources and time commitment. For that reason, most researchers and practitioners prefer to skip this step and continue with the Download pretrained model weights section instead. 
+Pretraining LLMs requires substantial compute resources and time commitment. For that reason, most researchers and practitioners prefer to skip this step and continue with the *Download pretrained model weights* section instead. 
 
 However, if you feel adventurous and want to pretrain your own LLM, here's how.