Update README.md

README.md

@@ -56,11 +56,12 @@ This GGUF is based on llama3-3-8B-Instruct thus ollama doesn't need anything els
 After than you should be able to use this model to chat! 
 
 
+
 # NOTE: DISCLAIMER
 
 Please note this is not for the purpose of production, but result of Fine Tuning through self learning
 
-The llama3 Tokens where kept the same, however the format was slight customized using the available tokens
+The llama3 Special Tokens where kept the same, however the format was slight customized using the available tokens
 
 I have foregone the {{.System}} part as this would be updated when converting the llama3. 
 
@@ -72,7 +73,7 @@ First pass through my ~30K personalized customized dataset.
 If would like to know how I started creating my dataset, you can check this link 
 [Crafting GPT2 for Personalized AI-Preparing Data the Long Way (Part1)](https://medium.com/@deeokay/the-soul-in-the-machine-crafting-gpt2-for-personalized-ai-9d38be3f635f)
 
-As the data was getting created with custom special tokens, I had to convert that to the llama3 Template. 
+As the data was getting created with custom GPT2 special tokens, I had to convert that to the llama3 Template. 
 
 However I got creative again.. the training data has the following Template: