[4] BM25F[5][2] (or the BM25 model with Extension to Multiple Weighted Fields[6]) is a modification of BM25 in which the document is considered to be composed from several fields (such as headlines, main text, anchor text) with possibly different degrees of importance, term relevance saturation and length normalization

[7] It was initially available for download from its home at the SourceForge web site

Post-2021 instruction-tuned dense models such as E5 BGE-M3 and GTE often beat BM25 out-of-distribution by 15 to 25 percent, so treat BM25 as the deterministic first stage and hybrid plus rerank as the quality target

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0 is as little as 15 seconds [ 6 ] [ 7 ] and just 5 seconds for Apache httpd 2

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