Update README.md

README.md

@@ -1,14 +1,11 @@
 # SuperPAL model
 
-```python
-import requests
-
-API_URL = "https://api-inference.huggingface.co/models/biu-nlp/superpal"
-headers = {"Authorization": "Bearer api_MaOZZEVvkCVoMqyvDwZdMqRKAQJlBrzWqM"}
+use in Transformers
 
-def query(payload):
-	response = requests.post(API_URL, headers=headers, json=payload)
-	return response.json()
+```python
+from transformers import AutoTokenizer, AutoModelForSequenceClassification
+  
+tokenizer = AutoTokenizer.from_pretrained("biu-nlp/superpal")
 
-output = query({"inputs": "Prime Minister Hun Sen insisted that talks take place in Cambodia. </s><s> Cambodian leader Hun Sen rejected opposition parties' demands for talks outside the country."})
+model = AutoModelForSequenceClassification.from_pretrained("biu-nlp/superpal")
 ```