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Model · Hugging Face

mixedbread-ai/mxbai-embed-large-v1

Author / organizationmixedbread-ai
License (as declared)apache-2.0
Downloads2M (as reported by Hugging Face)
Likes839
Taskfeature-extraction
Librarysentence-transformers
Created7 March 2024
Last updated at source—
sentence-transformersonnxsafetensorsopenvinoggufbertfeature-extractionmtebtransformers.jstransformersenmodel-indextext-embeddings-inferenceendpoints_compatible
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Reported results

DatasetMetricValue
MTEB AmazonCounterfactualClassification (en) · testaccuracy75.0448
MTEB AmazonCounterfactualClassification (en) · testap37.7362
MTEB AmazonCounterfactualClassification (en) · testf168.9274
MTEB AmazonPolarityClassification · testaccuracy93.8403
MTEB AmazonPolarityClassification · testap90.9319
MTEB AmazonPolarityClassification · testf193.8298
MTEB AmazonReviewsClassification (en) · testaccuracy49.184
MTEB AmazonReviewsClassification (en) · testf148.7416
MTEB ArguAna · testmap_at_141.252
MTEB ArguAna · testmap_at_1057.778
MTEB ArguAna · testmap_at_10058.233
MTEB ArguAna · testmap_at_100058.237
MTEB ArguAna · testmap_at_353.45
MTEB ArguAna · testmap_at_556.376
MTEB ArguAna · testmrr_at_141.679
MTEB ArguAna · testmrr_at_1057.927

Reported by the model's authors in the model card. Not independently verified, and setups differ between authors, so scores from different models are not always comparable. Each value links to its source.

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