Update README.md

README.md

@@ -14,5 +14,33 @@ metrics:
 - f1
 ---
 
-## Gemma-2-9b-it-chat-doctor
-This model is a fine-tuned version of [meta-llama/Meta-Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct) on an [suchintikasarkar/sentiment-analysis-for-mental-health](https://www.kaggle.com/datasets/suchintikasarkar/sentiment-analysis-for-mental-health) dataset.
+## Llama-3.1-8B-Instruct-Mental-Health-Classification
+This model is a fine-tuned version of [meta-llama/Meta-Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3.1-8B-Instruct) on an [suchintikasarkar/sentiment-analysis-for-mental-health](https://www.kaggle.com/datasets/suchintikasarkar/sentiment-analysis-for-mental-health) dataset.
+
+## Results
+
+100%|██████████| 300/300 [03:24<00:00,  1.47it/s]
+Accuracy: 0.913
+Accuracy for label Normal: 0.972
+Accuracy for label Depression: 0.913
+Accuracy for label Anxiety: 0.667
+Accuracy for label Bipolar: 0.800
+
+**Classification Report:**
+              precision    recall  f1-score   support
+
+      Normal       0.92      0.97      0.95       143
+  Depression       0.93      0.91      0.92       115
+     Anxiety       0.75      0.67      0.71        27
+     Bipolar       1.00      0.80      0.89        15
+
+    accuracy                           0.91       300
+   macro avg       0.90      0.84      0.87       300
+weighted avg       0.91      0.91      0.91       300
+
+
+**Confusion Matrix:**
+[[139   3   1   0]
+ [  5 105   5   0]
+ [  6   3  18   0]
+ [  1   2   0  12]]