Update README.md

README.md

@@ -24,7 +24,7 @@ This model is a fine-tuned version of [bigcode/starcoder2-3b](https://huggingfac
 
 ## Model description
 
-The `finetunedPHP_starcoder2` model is based on the `starcoder2-3b` architecture, fine-tuned specifically on PHP code from the-stack-smol dataset. It is intended for code generation tasks related to PHP programming.
+The `finetunedPHP_starcoder2` model is based on the `starcoder2-3b` architecture, fine-tuned specifically on PHP code from `the-stack-smol` dataset. It is intended for code generation tasks related to PHP programming.
 
 ## Intended uses & limitations
 
@@ -32,7 +32,7 @@ The `finetunedPHP_starcoder2` model is suitable for generating PHP code snippets
 
 ## Training and evaluation data
 
-The model was trained on a dataset consisting of PHP code samples collected from the-stack-smol dataset. The training data included code snippets from PHP repositories, forums, and online tutorials.
+The model was trained on a dataset consisting of PHP code samples collected from `the-stack-smol` dataset. The training data included code snippets from PHP repositories, forums, and online tutorials.
 
 ## Training procedure