# Cog: Containers for machine learning ``` # 安装 Cog sudo curl -o /usr/local/bin/cog -L https://github.com/replicate/cog/releases/latest/download/cog_`uname -s`_`uname -m` sudo chmod +x /usr/local/bin/cog # 克隆模型仓库 git clone https://github.com/replicate/cog-sdxl cd cog-sdxl # 构建镜像 cog build # 本地运行 cog predict -i prompt="a cat" # 或者启动 API 服务 cog run -p 5000 python -m cog.server.http ```