The Path to Open-Sourcing the DeepSeek Inference Engine
a year ago
- #open-source
- #inference-engine
- #AGI
- Open-sourced several libraries during Open Source Week, receiving positive community feedback.
- Decided to contribute internal inference engine back to the open-source community.
- Grateful for the open-source ecosystem, which has been crucial for progress toward AGI.
- Training framework relies on PyTorch, and inference engine is built upon vLLM.
- Challenges identified in open-sourcing full internal inference engine: codebase divergence, infrastructure dependencies, and limited maintenance bandwidth.
- Plan to collaborate with existing open-source projects by extracting standalone features and sharing optimizations.
- Commit to synchronizing inference-related engineering efforts prior to new model launches for SOTA support from Day-0.
- Aim to foster a synchronized ecosystem for seamless AI implementation across diverse hardware platforms.