Update README.md

README.md

@@ -186,14 +186,21 @@ pip install span_marker
 from span_marker import SpanMarkerModel
 
 # Download from the 🤗 Hub
-model = SpanMarkerModel.from_pretrained("your-huggingface-username/your-model-name")
+model = SpanMarkerModel.from_pretrained("P0L3/CliReNER-roberta-base")
 
 # Run inference
-text = "Measurements from single moorings at each gateway reveal that the speed of bottom water flow into the Australian Antarctic Basin varies with location , season and density ( Fig . 3a , c , e ) ."
+text = "Anthropogenic climate change is fundamentally altering weather patterns and climate extremes, causing widespread adverse impacts to both nature and human systems (IPCC 2023)."
 entities = model.predict(text)
 
 for entity in entities:
     print(f"Entity: {entity['span']} | Label: {entity['label']} | Score: {entity['score']:.4f}")
+
+# Entity: climate change | Label: Meteorological Phenomenon | Score: 0.4065
+# Entity: weather patterns | Label: Meteorological Phenomenon | Score: 0.6808
+# Entity: climate extremes | Label: Meteorological Phenomenon | Score: 0.7115
+# Entity: nature | Label: Other | Score: 0.4608
+# Entity: human systems | Label: System | Score: 0.6562
+# Entity: IPCC 2023 | Label: Other | Score: 0.4812
 ```
 
 ### Downstream Use