Update app.py

app.py

@@ -1,11 +1,16 @@
 import gradio as gr
+from transformers import AutoTokenizer, AutoModelForCausalLM
+from peft import PeftModel
 
-#model and tokenizer setup
-from transformers import (AutoModelForCausalLM, AutoTokenizer)
+# Load the base model and tokenizer
+base_model_name = "google/gemma-2-2b-it" 
+tokenizer = AutoTokenizer.from_pretrained(base_model_name)
+model = AutoModelForCausalLM.from_pretrained(base_model_name)
 
-model_name = "hemhemoh/Gemma-2-2b-it-wazobia-bot"  
-tokenizer = AutoTokenizer.from_pretrained(model_name)
-model = AutoModelForCausalLM.from_pretrained(model_name)
+# Load the adapter configuration
+adapter_name = "hemhemoh/Gemma-2-2b-it-wazobia-bot"
+model = PeftModel.from_pretrained(model, adapter_name)
+from transformers import (AutoModelForCausalLM, AutoTokenizer)
 
 
 def respond(