diff --git a/README.md b/README.md
index 59c8e30..fa5247f 100644
--- a/README.md
+++ b/README.md
@@ -15,7 +15,7 @@ datasets:
 
 ## Model Description
 
-GPT-Neo 2.7B is a transformer model designed using EleutherAI's replication of the GPT-3 architecture. GPT-Neo refers to the class of models, while 2.7B represents the number of parameters of this particular pre-trained model. This model is the same size as OpenAI's "Ada" model.
+GPT-Neo 2.7B is a transformer model designed using EleutherAI's replication of the GPT-3 architecture. GPT-Neo refers to the class of models, while 2.7B represents the number of parameters of this particular pre-trained model.
 
 ## Training data
 
@@ -60,7 +60,7 @@ EleutherAI is currently in the process of carrying out further evaluations of GP
 | GPT-3 1.3B       |  ------       | -----         | -----          |
 | GPT-2 1.5B       |  1.0468       | -----         | 17.48          |
 | **GPT-Neo 2.7B** |  **0.7165**   | **5.646**     | **11.39**      |
-| GPT-3 Ada 2.7B   |  0.9631       | -----         | -----          |
+| GPT-3 2.7B   |  0.9631       | -----         | -----          |
 | GPT-3 175B       |  0.7177       | -----         | -----          |
 
 All GPT-2 and GPT-3 scores are from their respective papers, except for the Pile test results which are from the Pile paper.