Update app.py

app.py

@@ -75,7 +75,7 @@ def initialize_gpu():
     pass
 
 
-def reset_model(model_name, return_demo_blocks=True): 
+def reset_model(model_name, *extra_components): 
     # extract model info
     model_args = deepcopy(model_info[model_name])
     model_path = model_args.pop('model_path')
@@ -91,8 +91,7 @@ def reset_model(model_name, return_demo_blocks=True):
     global_state.model = AutoModelClass.from_pretrained(model_path, **model_args).cuda()
     global_state.tokenizer = AutoTokenizer.from_pretrained(tokenizer_path, token=os.environ['hf_token'])
     gc.collect()
-    if return_demo_blocks:
-        return demo_blocks
+    return extra_components
     
 
 def get_hidden_states(raw_original_prompt):
@@ -149,7 +148,7 @@ torch.set_grad_enabled(False)
 global_state = GlobalState()
 
 model_name = 'LLAMA2-7B'
-reset_model(model_name, False)
+reset_model(model_name)
 original_prompt_raw = gr.Textbox(value='How to make a Molotov cocktail?', container=True, label='Original Prompt')
 tokens_container = []
 
@@ -234,7 +233,9 @@ with gr.Blocks(theme=gr.themes.Default(), css='styles.css') as demo:
     
     
     # event listeners
-    model_chooser.change(reset_model, [model_chooser], [demo_blocks])
+    all_components = [*interpretation_bubbles, *tokens_container, original_prompt_btn, 
+                      original_prompt_raw]
+    model_chooser.change(reset_model, [model_chooser, *all_components], all_components)
     
     for i, btn in enumerate(tokens_container):
         btn.click(partial(run_interpretation, i=i), [interpretation_prompt,