Update load_model.py

load_model.py

@@ -1,13 +1,7 @@
-import os
-import requests
-from dotenv import load_dotenv
+from transformers import AutoModelForCausalLM, AutoTokenizer
 
-load_dotenv()
-api_key = os.getenv('HF_API_KEY')
-model_path = os.getenv('MODEL_PATH')
-
-def get_model_predictions(text):
-    headers = {"Authorization": f"Bearer {api_key}"}
-    payload = {"inputs": text}
-    response = requests.post(f"https://api.huggingface.co/models/{model_path}", headers=headers, json=payload)
-    return response.json()
+def load_model():
+    model_name = "Erfan11/Neuracraft"
+    tokenizer = AutoTokenizer.from_pretrained(model_name)
+    model = AutoModelForCausalLM.from_pretrained(model_name)
+    return model, tokenizer