Update app.py

app.py

@@ -5,7 +5,6 @@ from fastapi import FastAPI, Request
 from pydantic import BaseModel
 import pickle
 import logging
-import os
 
 # Set up logging
 logging.basicConfig(level=logging.INFO)
@@ -33,7 +32,7 @@ except Exception as e:
 class BERTFNN(nn.Module):
     def __init__(self, num_main_classes, num_sub_classes):
         super(BERTFNN, self).__init__()
-        self.bert = BertModel.from_pretrained("bert-base-uncased", cache_dir="./cache")
+        self.bert = BertModel.from_pretrained("./bert-model")  # Load locally
         self.fc_main = nn.Linear(self.bert.config.hidden_size, num_main_classes)
         self.fc_sub = nn.Linear(self.bert.config.hidden_size + num_main_classes, num_sub_classes)