maayans/RATIO
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RATIO
RATIO: dataset + 9 relation-specific retrievers. Prefixes: mpnet query:/document: · modernbert search_query:/search_document: · stella s2p_query.
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maayans/all-mpnet-base-v2__ratio-specify
Sentence Similarity • 0.1B • Updated • 16Note SPECIFY · prefixes: query: / document:
maayans/modernbert-embed-large__ratio-broaden
Sentence Similarity • 0.4B • Updated • 9Note BROADEN · prefixes: search_query: / search_document:
maayans/modernbert-embed-large__ratio-address
Sentence Similarity • 0.4B • Updated • 9Note ADDRESS · prefixes: search_query: / search_document:
maayans/stella_en_1.5B_v5__ratio-broaden
Sentence Similarity • 2B • Updated • 10Note BROADEN · queries use stella's default s2p_query prompt (prompt_name="s2p_query", same as the base model); documents unprefixed