diff --git a/projects/singularity_cinema/generate_script/agent.py b/projects/singularity_cinema/generate_script/agent.py
index 0586aafc2..0805dd931 100644
--- a/projects/singularity_cinema/generate_script/agent.py
+++ b/projects/singularity_cinema/generate_script/agent.py
@@ -31,7 +31,7 @@ def prepare_llm(self):
         config = deepcopy(self.config)
         config.generation_config.temperature = 0.6
         config.generation_config.top_k = 50
-        self.llm: LLM = LLM.from_config(self.config)
+        self.llm: LLM = LLM.from_config(config)
 
     def on_task_end(self, messages: List[Message]):
         script = os.path.join(self.work_dir, 'script.txt')