Update README.md

README.md

@@ -1,3 +1,24 @@
 ---
-license: mit
----
+tags:
+- sklearn
+- SVM
+- sentence-transformers
+- defect-classification
+- text-classification
+- pickle
+---
+
+# 🛠 SVM Defect Classifier (Text-based)
+
+This model is trained using **Sentence-BERT (MiniLM)** embeddings and a **Support Vector Machine (SVM)** classifier.  
+It predicts **defect types** from text descriptions.
+
+## 🏗 Model Details
+- **Text Embeddings**: `all-MiniLM-L6-v2` (from `sentence-transformers`)
+- **Classifier**: SVM with RBF Kernel
+- **Format**: `.pkl` (Pickle)
+
+## 🔍 How to Use the Model
+First, install dependencies:
+```bash
+pip install sentence-transformers scikit-learn joblib huggingface_hub