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deepvk/USER-bge-m3

Sentence Similarity·deepvk· 378.1K· 80
sentence-transformers apache-2.0 Sentence Similarity 359.0M params dataset:deepvk/ru-HNPdataset:deepvk/ru-WANLIdataset:Shitao/bge-m3-datadataset:RussianNLP/russian_super_gluedataset:reciTAL/mlsum

Universal Sentence Encoder for Russian (USER) is a sentence-transformer model for extracting embeddings exclusively for Russian language. It maps sentences & paragraphs to a 1024 dimensional dense vector space and can be used for tasks like clustering or semantic search.

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# pull & run locally
pip install mlforge-sdk && mlforge pull deepvk/USER-bge-m3

Model details

Task
Sentence Similarity
Provider
deepvk
Framework
sentence-transformers
Parameters
359.0M
Size
2.7 GB
License
apache-2.0
Downloads
378.1K
Likes
80
Paper
arXiv:2311.13534
Updated
2024-07-18

About deepvk/USER-bge-m3

Universal Sentence Encoder for Russian (USER) is a sentence-transformer model for extracting embeddings exclusively for Russian language. It maps sentences & paragraphs to a 1024 dimensional dense vector space and can be used for tasks like clustering or semantic search.

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