Update README.md

README.md

@@ -31,8 +31,12 @@ The Digital Navigator model is designed to assist users by generating natural la
 
 ### Direct Use
 
-Users do not have much of a choice but only use it for experimental and educational purposes, since the model was fine-tuned for specific answers and question related to the Department of Communication and Digital Media website: https://cdm.uowm.gr/en/index/.  
+The Digital Navigator model can be directly used for generating conversational responses in English. It is intended for use in chatbots, virtual assistants, and other applications requiring natural language understanding and generation.
 
+- Conversational AI
+- Customer Support
+- Virtual Assistance
+  
 ### Out-of-Scope Use
 
 - Generating harmful, biased, or misleading content
@@ -66,7 +70,7 @@ The model was trained using standard procedures for fine-tuning GPT-2 models.
 
 #### Training Hyperparameters
 
-- **Training regime:** [More Information Needed] 
+- **Training regime:** fp32
 - Learning Rate: 5e-5
 - Batch Size: 16
 - Epochs: 30
@@ -97,7 +101,7 @@ Due to the high complexity and small variety of the data:
 
 - **Hardware Type:** NVIDIA T4
 - **Hours used:** 18 minutes and 47 seconds
-- **Cloud Provider:** Google Collab
+- **Cloud Provider:** Google Colab