adjust readme

README.md

@@ -4,7 +4,7 @@ license: mit
 
 # einygpt
 
-Here's the models I've trained with the model in [einygpt](https://github.com/clankur/einygpt). For reference they are:
+Here's the models I've trained using the transformer I wrote in [einygpt](https://github.com/clankur/einygpt). For reference they are:
 
 - [a multihead attention model](./model_weights_mha.pth) replicating the model discussed in the [TinyStories paper](https://arxiv.org/abs/2305.07759) using the GPT2Tokenizer
 - [a multiquery attention model](model_weights_mqa.pth) using the GPT2Tokenizer