I initially moved the deployment to Replicate to improve response speed. It worked and responses dropped from around 15–30 seconds to about 5–10 seconds but then it also introduced extra cost and complexity. In the end, I decided to stay with Hugging Face Spaces because the free setup is more suitable for this side project. Also improved the HF app.py file