diff --git a/projects/chargpt/readme.md b/projects/chargpt/readme.md
index 00d8def3..8e0da6b7 100644
--- a/projects/chargpt/readme.md
+++ b/projects/chargpt/readme.md
@@ -2,7 +2,7 @@
 
 chargpt trains a character-level language model.
 
-We support three settings: 1 convenience setting and 2 "benchmark" settings that have acedemic literature results:
+We support three settings: 1 convenience setting and 2 "benchmark" settings that have academic literature results:
 
 - a user specified `input.txt` file that we train an LM on (e.g. get tiny-shakespear (1.1MB of data) [here](https://raw.githubusercontent.com/karpathy/char-rnn/master/data/tinyshakespeare/input.txt))
 - TODO [text8](http://mattmahoney.net/dc/textdata.html): also derived from Wikipedia text but all XML is removed and is lowercased to only 26 characters of