Update README.md

README.md

@@ -105,4 +105,34 @@ Typical preprocessing steps:
 
 ## Training Configuration
 
-Example configuration:
+Example configuration:
+
+## Quick Usage
+
+```python
+# install dependencies
+# pip install transformers torch
+
+from transformers import pipeline
+
+# load model from Hugging Face
+classifier = pipeline(
+    "text-classification",
+    model="mashironotdev/thai-toxic-classifier"
+)
+
+# example inputs
+texts = [
+    "สวัสดีครับ",
+    "ขอบคุณมากครับ",
+    "มึงโง่หรือไง",
+    "ไอ้ควาย"
+]
+
+# run inference
+results = classifier(texts)
+
+# print results
+for text, result in zip(texts, results):
+    print(text, "->", result)
+```