Update README.md

README.md

@@ -8,8 +8,6 @@ model-index:
   results: []
 ---
 
-<!-- This model card has been generated automatically according to the information the Trainer had access to. You
-should probably proofread and complete it, then remove this comment. -->
 
 # neural-chat-finetuned-bilic-v1
 
@@ -17,17 +15,17 @@ This model is a fine-tuned version of [Intel/neural-chat-7b-v3-1](https://huggin
 
 ## Model description
 
-More information needed
-
+This is a fine tuned version of the intel's Neuralchat model, specifically trained on a carefully curated dataset on fraud detection. We implemented a contextual based architecture to enable the model learn and be adept at understanding context within a conversation as opposed to the traditional rule based approach.
 ## Intended uses & limitations
 
-More information needed
+- detecting fraudulent conversations in real-time
+- Giving a summary of conversations and suggestions
+- Understanding with high accuracy the context in a conversation to make better predictions
 
-## Training and evaluation data
+## Training
 
-More information needed
+ 50,000 synthetically conversations
 
-## Training procedure
 
 ### Training hyperparameters
 
@@ -41,9 +39,6 @@ The following hyperparameters were used during training:
 - training_steps: 250
 - mixed_precision_training: Native AMP
 
-### Training results
-
-
 
 ### Framework versions