Update app.py

app.py

@@ -1,6 +1,6 @@
 import gradio as gr
 
-from transformers import AutoModelForSequenceClassification, AutoTokenizer, pipeline
+from transformers import AutoModelForCausalLM, AutoTokenizer, pipeline
 import torch
 
 MODEL_URL = "kingabzpro/Llama-3.1-8B-Instruct-Mental-Health-Classification"
@@ -8,7 +8,7 @@ MODEL_URL = "kingabzpro/Llama-3.1-8B-Instruct-Mental-Health-Classification"
 tokenizer = AutoTokenizer.from_pretrained(MODEL_URL)
 tokenizer.pad_token_id = tokenizer.eos_token_id
 
-model = AutoModelForSequenceClassification.from_pretrained(MODEL_URL, low_cpu_mem_usage=True, return_dict=True,torch_dtype=torch.float16,
+model = AutoModelForCausalLM.from_pretrained(MODEL_URL, low_cpu_mem_usage=True, return_dict=True,torch_dtype=torch.float16,
     device_map="cpu")
 
 def prediction(text):