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intfloat/e5-large-v2

Sentence Similarity·intfloat· 3.6M· 279
sentence-transformers mit 335.1M params arxiv:2212.03533arxiv:2104.08663

sentence similarity · sentence-transformers model

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Model details

Task
Sentence Similarity
Provider
intfloat
Framework
sentence-transformers
Parameters
335.1M
License
mit
Downloads
3.6M
Likes
279
Paper
arXiv:2212.03533
Updated
2025-02-17

About intfloat/e5-large-v2

--- tags: - mteb - Sentence Transformers - sentence-similarity - sentence-transformers model-index: - name: e5-large-v2 results: - task: type: Classification dataset: type: mteb/amazoncounterfactual name: MTEB AmazonCounterfactualClassification (en) config: en split: test revision: e8379541af4e31359cca9fbcf4b00f2671dba205 metrics: - type: accuracy value: 79.22388059701493 - type: ap value: 43.20816505595132 - type: f1 value: 73.27811303522058 - task: type: Classification dataset: type: mteb/amazonpolarity name: MTEB AmazonPolarityClassification config: default split: test revision: e2d317d38cd51312af73b3d32a06d1a08b442046 metrics: - type: accuracy value: 93.748325 - type: ap value: 90.72534979701297 - type: f1 value: 93.73895874282185 - task: type: Classification dataset: type: mteb/amazonreviewsmulti name: MTEB AmazonReviewsClassification (en) config: en split: test revision: 1399c76144fd37290681b995c656ef9b2e06e26d metrics: - type: accuracy value: 48.612 - type: f1 value: 47.61157345898393 - task: type: Retrieval dataset: type: arguana name: MTEB ArguAna config: default split: test revision: None metrics: - type: mapat1 value: 23.541999999999998 - type: mapat10 value: 38.208 - type: mapat100 value: 39.417 - type: mapat1000 value: 39.428999999999995 - type: mapat3

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