Update README.md

README.md

@@ -67,6 +67,26 @@ The model has been trained using an efficient few-shot learning technique that i
 |:--------|:---------|
 | **all** | 0.9756   |
 
+## Uses
+
+### Direct Use for Inference
+
+First install the SetFit library:
+
+```bash
+pip install setfit
+```
+
+Then you can load this model and run inference.
+
+```python
+from setfit import SetFitModel
+
+# Download from the 🤗 Hub
+model = SetFitModel.from_pretrained(<setfit_model_id>)
+# Run inference
+preds = model("Paris is in France")
+```
 
 ### Framework Versions
 - Python: 3.11.10