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  ## Usage
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  ### transformers
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  #### Direct usage
 
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  ## Usage
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+ - Use **dot product** distance for retrieval.
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+ - Use "query: " and "passage: " correspondingly for asymmetric tasks such as passage retrieval in open QA, ad-hoc information retrieval.
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+ - Use "query: " prefix for symmetric tasks such as semantic similarity, bitext mining, paraphrase retrieval.
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+ - Use "query: " prefix if you want to use embeddings as features, such as linear probing classification, clustering.
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  ### transformers
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  #### Direct usage