Home / Models Model · Hugging Face nomic-ai/nomic-embed-text-v1 Author / organization nomic-ai License (as declared) apache-2.0 Downloads 2.3M (as reported by Hugging Face) Likes 593 Task sentence-similarity Library sentence-transformers Created 31 January 2024 Last updated at source —
sentence-transformers pytorch onnx safetensors nomic_bert feature-extraction sentence-similarity mteb transformers transformers.js custom_code en model-index text-embeddings-inference endpoints_compatible
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Reported results Dataset Metric Value MTEB AmazonCounterfactualClassification (en) · test accuracy 76.8507 MTEB AmazonCounterfactualClassification (en) · test ap 40.5922 MTEB AmazonCounterfactualClassification (en) · test f1 71.0163 MTEB AmazonPolarityClassification · test accuracy 91.5189 MTEB AmazonPolarityClassification · test ap 88.5035 MTEB AmazonPolarityClassification · test f1 91.5034 MTEB AmazonReviewsClassification (en) · test accuracy 47.364 MTEB AmazonReviewsClassification (en) · test f1 46.7271 MTEB ArguAna · test map_at_1 25.178 MTEB ArguAna · test map_at_10 40.244 MTEB ArguAna · test map_at_100 41.322 MTEB ArguAna · test map_at_1000 41.331 MTEB ArguAna · test map_at_3 35.017 MTEB ArguAna · test map_at_5 37.99 MTEB ArguAna · test mrr_at_1 25.605 MTEB ArguAna · test mrr_at_10 40.422
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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