
Worked on improving memory management and build stability for the BPETokenizer component in the openvinotoolkit/openvino_tokenizers repository. Addressed a memory leak by refactoring the TokensList ownership model, replacing shared_ptr with weak_ptr to break cyclic references and reduce memory footprint during long-running tokenization tasks. Resolved a build issue related to the lack of a nullptr constructor for std::weak_ptr, updating both implementation and header files to ensure correct initialization. Utilized C++ with a focus on data structures and memory management, resulting in enhanced reliability and stability for production workflows that rely on persistent tokenization processes in C++ environments.
April 2026: BPETokenizer memory management and build stability fix in openvino_tokenizers. Replaced the TokensList ownership from shared_ptr to weak_ptr to break cyclic references, eliminating a memory leak; addressed a build issue where std::weak_ptr had no nullptr constructor; updated bpe_tokenizer.hpp accordingly. This work improves stability and reduces runtime memory footprint for long-running tokenization tasks, enhancing reliability in production workflows.
April 2026: BPETokenizer memory management and build stability fix in openvino_tokenizers. Replaced the TokensList ownership from shared_ptr to weak_ptr to break cyclic references, eliminating a memory leak; addressed a build issue where std::weak_ptr had no nullptr constructor; updated bpe_tokenizer.hpp accordingly. This work improves stability and reduces runtime memory footprint for long-running tokenization tasks, enhancing reliability in production workflows.

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