Update app.py

app.py

@@ -1,13 +1,12 @@
 from fastapi import FastAPI
 from pydantic import BaseModel
-from transformers import AutoModelForCausalLM, AutoTokenizer
+from transformers import AutoTokenizer, AutoModelForCausalLM
 import torch
-from transformers import AutoModel
 
 app = FastAPI()
 
-# Hugging Face modelini yükle (CPU'da çalışacak şekilde)
-model = AutoModel.from_pretrained("memorease/memorease-quizgen")
+# ✅ MODELİ DOĞRU ŞEKİLDE YÜKLE
+model = AutoModelForCausalLM.from_pretrained("memorease/memorease-quizgen")
 tokenizer = AutoTokenizer.from_pretrained("memorease/memorease-quizgen")
 
 class Memory(BaseModel):
@@ -19,4 +18,4 @@ def generate(memory: Memory):
     inputs = tokenizer(prompt, return_tensors="pt", padding=True, truncation=True, max_length=128)
     outputs = model.generate(**inputs, max_new_tokens=64)
     question = tokenizer.decode(outputs[0], skip_special_tokens=True)
-    return {"question": question}
+    return {"question": question}