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Towards Data Science
Monday, July 27, 2026
Abdullahi Dattijo

How I Reproduced BM25, Dense Retrieval, and SPLADE on a 16GB MacBook

How I Reproduced BM25, Dense Retrieval, and SPLADE on a 16GB MacBook
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Summary

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.

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This article was originally published by Towards Data Science. Read the full original article for complete details, images, and author commentary.

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