January 2026 monthly summary for PaddlePaddle/FastDeploy focused on delivering a high-impact feature and improving documentation quality, with emphasis on business value and technical excellence. Key work centered on PaddleFormers fallback deployment support, documentation enhancements, and code-quality improvements via pre-commit tooling.

December 2025: Focused on enhancing Attention backend compatibility and efficiency for PaddleFormers. Consolidated two commits into a single feature to enable dynamic shapes support for query/key-value reshaping in LLamaAttention, enabling cross-model interoperability, and to bypass mask generation for non-eager attention backends to reduce overhead. These changes align LLamaAttention with other model implementations, improve runtime efficiency on targeted backends, and pave the way for easier integration with future models.