Update README.md

README.md

@@ -50,4 +50,15 @@ from transformers import AutoTokenizer, AutoModelForSequenceClassification
 
 tokenizer = AutoTokenizer.from_pretrained("botryan96/GeoBERT_analyzer")
 model = AutoModelForTokenClassification.from_pretrained("botryan96/GeoBERT_analyzer")
+
+#Define the pipeline
+from transformers import pipeline
+anlyze_machine=pipeline('text-classification',model = model_checkpoint2)
+
+#Define the sentences
+sentences = ['the average iron and sulfate concentrations were calculated to be 19 . 6 5 . 2 and 426 182 mg / l , respectively .',
+            'She first gained media attention as a friend and stylist of Paris Hilton']
+
+#Deploy the machine
+anlyze_machine(sentences)
 ```