fix token display

README.md

@@ -22,11 +22,11 @@ It has been trained using [TRL](https://github.com/huggingface/trl).
 
 ## Evaluation
 This is the first iteration of fine-tuning MamayLM for function calling. In the future, we plan to add metrics and improve training.
-During this phase new tokens (including <tool_call>) were introduced to the model and we evaluated how well it uses and understands the purpose of <tool_call>.
+During this phase new tokens (including tool_call) were introduced to the model and we evaluated how well it uses and understands the purpose of tool_call.
 
 ### Metrics
-Accuracy in function calling (if response contains <tool_call> token) - find_longest_common_sequence_length(ground_truth_tokens, generated_tokens) / len(ground_truth_tokens)
-Match in helpful exchange (if response does not contain <tool_call> token) - Computes the percentage of matching elements between generated tokens and ground truth tokens
+Accuracy in function calling (if response contains tool_call token) - find_longest_common_sequence_length(ground_truth_tokens, generated_tokens) / len(ground_truth_tokens)
+Match in helpful exchange (if response does not contain tool_call token) - Computes the percentage of matching elements between generated tokens and ground truth tokens
 
 ### Performance before fine-tuning:
 Accuracy in function calling: 0.38107