Update README.md

README.md

@@ -31,7 +31,7 @@ Or any other topic, and the model will carry on in this back and forth style.
 For more details, check out the related source models, especially [Pygmalion/Pygmalion-6b](https://huggingface.co/Pygmalion/Pygmalion-6b) for more information on how to utilize the chat bot formatting expected.
 
 In a similar manner to fine-tuning, merging weights does not add information but transforms it, therefore it is important to consider trade-offs.
-PPO_Pygway combines `ppo_hh_gpt-j`, `Janeway-6b` and `Pygmalion-6b`; all three models were blended in a two step process using the a simple weighted parameter method
+PPO_Pygway combines `ppo_hh_gpt-j`, `Janeway-6b` and `Pygmalion-6b`; all three models were blended in a two step process using a simple weighted parameter method
 ```
 (X*A + Y*B)
 ```