Create README.md

README.md

@@ -0,0 +1,30 @@
+---
+
+license: apache-2.0
+inference: false
+
+datasets: google_wellformed_query
+---
+
+This model 
+```
+from transformers import AutoTokenizer, AutoModelForSequenceClassification
+tokenizer = AutoTokenizer.from_pretrained("salesken/query_wellformedness_score")
+model = AutoModelForSequenceClassification.from_pretrained("salesken/query_wellformedness_score")
+sentences = [' what was the reason for everyone to leave the company ', 
+               ' What was the reason behind everyone leaving the company ', 
+               ' why was everybody leaving the company ', 
+               ' what was the reason to everyone leave the company ',
+               ' what be the reason for everyone to leave the company ', 
+               ' what was the reasons for everyone to leave the company ', 
+               ' what were the reasons for everyone to leave the company ']
+
+features = tokenizer(corrected_sentences,  padding=True, truncation=True, return_tensors="pt")
+model.eval()
+with torch.no_grad():
+    scores = model(**features).logits
+print(scores)
+
+```
+
+