How I Reproduced BM25, Dense Retrieval, and SPLADE on a 16GB MacBook
中文摘要
本文讲解如何在16GB MacBook上复现BM25、稠密检索和SPLADE，并分享了RAG系统相关的故障修复与评分验证经验。
English Summary
A practical guide to reproducing BM25, Dense Retrieval, and SPLADE on a 16GB MacBook, covering troubleshooting and score validation for RAG systems.
Original Excerpt
A practical reproduction of three retrieval baselines, including the crashes, fixes, and score checks that matter for RAG systems. The post How I Reproduced BM25, Dense Retrieval, and SPLADE on a 16GB MacBook appeared first on Towards Data Science.