# BigDL-LLM INT4 Optimization for Large Language Model on Intel GPUs
You can use `optimize_model` API to accelerate general PyTorch models on Intel GPUs. This directory contains example scripts to help you quickly get started using BigDL-LLM to run some popular open-source models in the community. Each model has its own dedicated folder, where you can find detailed instructions on how to install and run it.