Update app.py

app.py

@@ -8,7 +8,7 @@ import asyncio
 
 description = """## Compare Creative Writing: Standard Sampler vs. Backtrack Sampler with Creative Writing Strategy
 This is a demo of the [Backtrack Sampler](https://github.com/Mihaiii/backtrack_sampler) framework using "Creative Writing Strategy".
-<br />On the left you have the output of the standard sampling and on the write the output privided by Backtrack Sampler.
+<br />On the left is the output of the standard sampler and on the right the output privided by Backtrack Sampler.
 """
 
 model_name = "unsloth/Llama-3.2-1B-Instruct"
@@ -18,10 +18,9 @@ tokenizer = AutoTokenizer.from_pretrained(model_name)
 model1 = AutoModelForCausalLM.from_pretrained(model_name).to("cuda")
 
 model2 = AutoModelForCausalLM.from_pretrained(model_name)
-device = torch.device('cuda')
 
-strategy = CreativeWritingStrategy()
 provider = TransformersProvider(model2, tokenizer, device)
+strategy = CreativeWritingStrategy(provider)
 creative_sampler = BacktrackSampler(strategy, provider)
 
 def create_chat_template_messages(history, prompt):