Update app.py

app.py

@@ -1,4 +1,24 @@
 from flask import Flask, jsonify, request
+from transformers import AutoAdapterModel, AutoTokenizer, TextClassificationPipeline
+from huggingface_hub import Repository
+
+tokenizer = AutoTokenizer.from_pretrained("UBC-NLP/MARBERT")
+
+sarcasm_adapter = Repository(local_dir="sarcasm_adapter", clone_from="nehalelkaref/sarcasm_adapter")
+aoc3_adapter = Repository(local_dir="aoc3_adapter", clone_from="nehalelkaref/aoc3_adapter")
+aoc4_adapter = Repository(local_dir="aoc4_adapter", clone_from="nehalelkaref/aoc4_adapter")
+fusion_adapter = Repository(local_dir="fusion_adapter", clone_from="nehalelkaref/region_fusion")
+
+model = AutoAdapterModel.from_pretrained("UBC-NLP/MARBERT")
+
+model.load_adapter("aoc3_adapter", set_active=True, with_head=False)
+model.load_adapter("aoc4_adapter", set_active=True, with_head=False)
+model.load_adapter("sarcasm_adapter", set_active=True, with_head=False)
+
+model.load_adapter_fusion("fusion_adapter/aoc(3),aoc(4),sarcasm",with_head=True, set_active=True)
+
+pipe = TextClassificationPipeline(tokenizer=tokenizer, model=model)
+
 
 app = Flask(__name__)