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Snowflake/snowflake-arctic-embed-xs

Sentence Similarity·Snowflake· 437.5K· 43
sentence-transformers Sentence Similarity 22.6M params arxiv:2407.18887arxiv:2405.05374

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# pull & run locally
pip install mlforge-sdk && mlforge pull Snowflake/snowflake-arctic-embed-xs

Model details

Task
Sentence Similarity
Provider
Snowflake
Framework
sentence-transformers
Parameters
22.6M
Size
363 MB
Downloads
437.5K
Likes
43
Paper
arXiv:2407.18887
Updated
2024-12-13

About Snowflake/snowflake-arctic-embed-xs

--- pipelinetag: sentence-similarity tags: - sentence-transformers - feature-extraction - sentence-similarity - mteb - arctic - snowflake-arctic-embed - transformers.js model-index: - name: snowflake-snowflake-arctic-embed-xs results: - task: type: Classification dataset: type: mteb/amazoncounterfactual name: MTEB AmazonCounterfactualClassification (en) config: en split: test revision: e8379541af4e31359cca9fbcf4b00f2671dba205 metrics: - type: accuracy value: 65.08955223880598 - type: ap value: 28.514291209445364 - type: f1 value: 59.2604580112738 - task: type: Classification dataset: type: mteb/amazonpolarity name: MTEB AmazonPolarityClassification config: default split: test revision: e2d317d38cd51312af73b3d32a06d1a08b442046 metrics: - type: accuracy value: 70.035375 - type: ap value: 64.29444264250405 - type: f1 value: 69.78382333907138 - task: type: Classification dataset: type: mteb/amazonreviewsmulti name: MTEB AmazonReviewsClassification (en) config: en split: test revision: 1399c76144fd37290681b995c656ef9b2e06e26d metrics: - type: accuracy value: 35.343999999999994 - type: f1 value: 34.69618251902858 - task: type: Retrieval dataset: type: mteb/arguana name: MTEB ArguAna config: default split: test revision: c22ab2a51041ffd869aaddef7af8d8215647e41a metrics: - type: mapat1 value: 28.592000000000002

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