FastDeploy vs unregistry

FastDeploy is an inference deployment toolkit for large language models and vision-language models based on PaddlePaddle, designed to provide out-of-the-box production-grade deployment solutions. This tool supports various mainstream hardware platforms and integrates load-balanced PD separation, unified KV cache transmission, and multiple advanced acceleration technologies. Developers can achieve rapid deployment through OpenAI API-compatible interfaces and optimize inference performance using full quantization format support.

Unregistry is a lightweight tool that enables the direct transfer of Docker images to remote servers without requiring an external registry. By utilizing SSH tunnels, it efficiently pushes only the missing image layers to the destination host. This approach simplifies deployment workflows by eliminating the need for intermediate storage or complex registry configurations.