Update README.md

README.md

@@ -29,6 +29,21 @@ This repository contains a version of [TeenyTinyLlama-162m](https://huggingface.
 - **Optimizer:** `torch.optim.AdamW` (learning_rate = 4e-5, epsilon = 1e-8)
 - **GPU:** 1 NVIDIA A100-SXM4-40GB
 
+## Usage
+
+Using `transformers.pipeline`:
+
+```python
+from transformers import pipeline
+
+text = "Pega a sua opinião e vai a merda com ela!"
+
+classifier = pipeline("text-classification", model="nicholasKluge/TeenyTinyLlama-162m-HateBR")
+classifier(text)
+
+# >>> [{'label': 'TOXIC', 'score': 0.9998729228973389}]
+```
+
 ## Reproducing
 
 To reproduce the fine-tuning process, use the following code snippet: