Update README.md

README.md

@@ -15,4 +15,4 @@ This variation was a bit hit or miss, but showed high promise and fair accuracy
 
 The outcomes and train results speak for themselves and the notebook is included.
 
-The encoder is a bit lackluster - the attention is hit or miss and causes disruptions to the high learn rate crystalization process. The outcomes show potential promise and the speed isn't quite up to the standards I was hoping for so I began again from this point and shrank the encoder while advancing the pentachoron structure for the next notebook.
+The encoder is a bit lackluster - the attention is hit or miss and causes disruptions to the high learn rate crystalization process. The outcomes show potential promise and the speed isn't quite up to the standards I was hoping for - so I began again from this point and shrank the encoder while advancing the pentachoron structure for the next notebook.