Update README.md

README.md

@@ -33,6 +33,19 @@ DOI = {10.3390/jpm14050545}
 ```
 Note that the in the article the larger roberta-base model is fine-tuned instead. This is a smaller model. This model is shared for demonstration and validation purposes. Hyper-parameters were not tuned.
 
+## Using this model
+Simplest way to use this model is via a huggingface transformers' pipeline.
+
+```python
+# Use a pipeline as a high-level helper
+from transformers import pipeline
+
+pipe = pipeline("text-classification", model="lrei/rad-small")
+
+# Simple high-level usage
+pipe(["The patient suffer from a complex genetic disorder.", "The patient suffers from a common genetic disorder."])
+```
+
 ## Dataset
 
 The dataset used to train this model is available on [zenodo](https://zenodo.org/records/13882003).