Update README.md

README.md

@@ -15,7 +15,7 @@ metrics:
 - accuracy
 - f1
 model-index:
-- name: roberta-depression-severity-lora
+- name: roberta-depression-severity
   results:
   - task:
       type: text-classification
@@ -29,11 +29,11 @@ model-index:
       name: F1 Score
 ---
 
-# RoBERTa Depression Severity Classifier (LoRA)
+# RoBERTa Depression Severity Classifier
 
 ## Model Description
 
-This is a **RoBERTa-base** model fine-tuned with **LoRA (Low-Rank Adaptation)** for depression severity classification into 4 categories:
+This is a **RoBERTa-base** model fine-tuned  for depression severity classification into 4 categories:
 - **Minimum** (BDI-3: 0-9)
 - **Mild** (BDI-3: 10-18)
 - **Moderate** (BDI-3: 19-29)
@@ -41,11 +41,9 @@ This is a **RoBERTa-base** model fine-tuned with **LoRA (Low-Rank Adaptation)**
 
 ## Model Details
 
-- **Base Model**: `roberta-base`
-- **Method**: LoRA (Parameter-Efficient Fine-Tuning)
+- **Base Model**: `roberta-base'
 - **Total Parameters**: 124,648,708
 - **Trainable Parameters**: 1,183,492 (0.95%)
-- **LoRA Rank**: 16
 - **Model Size**: ~10-20MB (adapters only)
 
 ## Performance