Recently, DeepSeek announced a significant decision: open-sourcing its self-developed inference engine, but not by directly releasing the complete codebase to the public. Instead, they've chosen to collaborate with the existing open-source project vLLM, focusing on sharing core optimization achievements. This move aims to address prevalent challenges within the open-source community, such as fragmented codebases, infrastructure dependencies, and limited maintenance resources.