Readme tweaks

README.md

@@ -11,15 +11,11 @@ widget:
 
 # BertHarmon
 
-Research done at Johns Hopkins University by Michael DeLeo![iu-13](logo.png)
+Research done at Johns Hopkins University by Michael DeLeo
 
 Contact: mdeleo2@jh.edu
 
-## Links
-
-[Github](https://github.com/deleomike/NLP-Chess)
-
-[HuggingFace](https://huggingface.co/squish/BertHarmon)
+![iu-13](logo.png)
 
 ## Introduction
 
@@ -35,4 +31,10 @@ task = pipeline('fill-mask', model='BertHarmon')
 task("rnbqkbnr/pppppppp/8/8/8/8/PPPPPPPP/RNBQKBNR w KQkq - 0 1 White <MOVE_SEP> [MASK]")
 ```
 
-The base string consists of the FEN_position followed by the player color and a move seperator. Finally with the [MASK] token. The mask token is the algebraic notation for a chess move to be taken givent the current board state in FEN Notation
+The base string consists of the FEN_position followed by the player color and a move seperator. Finally with the [MASK] token. The mask token is the algebraic notation for a chess move to be taken givent the current board state in FEN Notation
+
+## Links
+
+[Github](https://github.com/deleomike/NLP-Chess)
+
+[HuggingFace](https://huggingface.co/squish/BertHarmon)