Update README.md

README.md

@@ -99,4 +99,12 @@ For training the model to transfer style of Rachel to chatbot I used several mod
 1. First one is GPT2. For datasets I used TextDataset by PyTorch and library transformers by huggingface.
    The results are shown on the image below
    !["gpt2-results"](./images/gpt2-results.png)
+
+2. Second model is GPT2-medium. Training on monologues is shown below
+   !["gpt2-medium-mono-train"](./images/gpt2-medium-mono-train.png)
+   Training on dialogues is shown on the next image
+   !["gpt2-medium-mono-train"](./images/gpt2-medium-replics-train.png)
+   Result of the training is shown below
+   !["gpt2-medium-mono-train"](./images/gpt2-medium-results.png)
+