Update src/streamlit_app.py

src/streamlit_app.py

@@ -3,7 +3,7 @@ import torch
 import os
 import pickle
 import torch.nn.functional as F
-from transformers import BertTokenizer, BertForSequenceClassification, AutoTokenizer, AutoModelForSeq2SeqLM
+from transformers import BertTokenizer, BertForSequenceClassification, AutoTokenizer, AutoModelForSeq2SeqLM, AutoModelForSequenceClassification
 import asyncio
 import sys
 
@@ -27,7 +27,7 @@ def load_prediction_model():
         label_encoder = pickle.load(f)
     id_to_class = {idx: class_name for idx, class_name in enumerate(label_encoder.classes_)}
 
-    model = BertForSequenceClassification.from_pretrained('https://huggingface.co/Divyanshu04/Issue_categorizer', num_labels=len(label_encoder.classes_))
+    model = AutoModelForSequenceClassification.from_pretrained("Divyanshu04/Issue_categorizer")
     # model.load_state_dict(torch.load('Divyanshu04/Issue_categorizer', map_location=torch.device('cpu'))['model_state_dict'])
     model.eval()
     return tokenizer, model, id_to_class