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thenlper/gte-large

Sentence Similarity·thenlper· 583.7K· 305
sentence-transformers mit 335.1M params arxiv:2308.03281license:mit

General Text Embeddings (GTE) model. Towards General Text Embeddings with Multi-stage Contrastive Learning

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Model details

Task
Sentence Similarity
Provider
thenlper
Framework
sentence-transformers
Parameters
335.1M
Size
5.0 GB
License
mit
Downloads
583.7K
Likes
305
Paper
arXiv:2308.03281
Updated
2024-11-15

About thenlper/gte-large

--- tags: - mteb - sentence-similarity - sentence-transformers - Sentence Transformers model-index: - name: gte-large results: - task: type: Classification dataset: type: mteb/amazoncounterfactual name: MTEB AmazonCounterfactualClassification (en) config: en split: test revision: e8379541af4e31359cca9fbcf4b00f2671dba205 metrics: - type: accuracy value: 72.62686567164178 - type: ap value: 34.46944126809772 - type: f1 value: 66.23684353950857 - task: type: Classification dataset: type: mteb/amazonpolarity name: MTEB AmazonPolarityClassification config: default split: test revision: e2d317d38cd51312af73b3d32a06d1a08b442046 metrics: - type: accuracy value: 92.51805 - type: ap value: 89.49842783330848 - type: f1 value: 92.51112169431808 - task: type: Classification dataset: type: mteb/amazonreviewsmulti name: MTEB AmazonReviewsClassification (en) config: en split: test revision: 1399c76144fd37290681b995c656ef9b2e06e26d metrics: - type: accuracy value: 49.074 - type: f1 value: 48.44785682572955 - task: type: Retrieval dataset: type: arguana name: MTEB ArguAna config: default split: test revision: None metrics: - type: mapat1 value: 32.077 - type: mapat10 value: 48.153 - type: mapat100 value: 48.963 - type: mapat1000 value: 48.966 - type: mapat3 value: 43.184 - type:

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