Fixed som typos

README.md

@@ -30,7 +30,7 @@ tags:
 
 # Swedish Lion Libre
 
-An HTR model for historical swedish developed by the Swedish National Archives in collaboration with The City Arhive of Stockholm, The Finish National Archives and Jämtlands Fornskriftsällskap. The model is trained for swedish handwriting dating from ca 1600-1900
+An HTR model for historical swedish developed by the Swedish National Archives in collaboration with the Stockholm City Archives, the Finnish National Archives and Jämtlands Fornskriftsällskap. The model is trained on Swedish handwriting dating from ca 1600-1900
 
 ## Model Details
 
@@ -45,7 +45,7 @@ An HTR model for historical swedish developed by the Swedish National Archives i
 ## Uses
 
 The model is trained on Swedish running-text handwriting dating from the start of the 17th century to the end of the 19th century. Like most current HTR-models 
-it operates on a text-line level, so it's intended use is within an HTR'pipeline that segments the text into text-lines, which are transcribed by the model.
+it operates on a text-line level, so it's intended use is within an HTR-pipeline that segments the text into text-lines, which are transcribed by the model.
 
 ### Direct Use