Update app.py

app.py

@@ -18,7 +18,7 @@ st.set_page_config(page_title= "Reports generation from Radiological Image ")
 @st.cache(allow_output_mutation=True)
 def get_model():
     #device = "cuda" # the device to load the model onto
-    model = MistralForCausalLM.from_pretrained("MariamAde/Mistral_finetuned_base2")
+    model = AutoPeftModelForCausalLM.from_pretrained("MariamAde/Mistral_finetuned_base2")
     tokenizer = AutoTokenizer.from_pretrained("MariamAde/Mistral_finetuned_base2")
     return tokenizer, model