Update README.md

README.md

@@ -20,26 +20,29 @@ pipeline_tag: text2text-generation
 
 
 # Intended Use
+The model is intended for <b>research purposes only.</b> 
+
+While the base Flan-T5 model is open-sourced under Apache 2.0, the licensing is restricted by the Alpaca dataset created using text-DaVinci-3 which prevents its usage in commercial settings. 
 
 
 # How to Use
 
-```python
+
 from transformers import pipeline
 
 
 
-```
+
 
 
 # Training Details
 
 The model was trained on 3xV100 GPUs
 
-Hyperparameters:
-learning_rate = 5e-5
-batch_size = 128
-epochs = 3
+* Hyperparameters:
+* learning_rate = 5e-5
+* batch_size = 128
+*  epochs = 3
 
 
 ```