Update README.md

README.md

@@ -1,2 +1,12 @@
 # GPT2 Fine Tuned on UrbanDictionary
-Honestly a little horrifying, but still funny.
+Honestly a little horrifying, but still funny.
+
+## Usage
+Use with GPT2Tokenizer. Pad token should be set to the EOS token.
+Inputs should be of the form "define <your word>: ".
+
+## Training Data
+All training data was obtained from [Urban Dictionary Words And Definitions on Kaggle](https://www.kaggle.com/therohk/urban-dictionary-words-dataset). Data was additionally filtered, normalized, and spell-checked.
+
+## Bias
+This model was trained on public internet data and will almost definitely produce offensive results. Some efforts were made to reduce this (i.e definitions with ethnic / gender-based slurs were removed), but the final model should not be trusted to produce non-offensive definitions.