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sentence-transformers/msmarco-bert-base-dot-v5

Sentence Similarity·sentence-transformers· 651.5K· 21
sentence-transformers 109.5M params arxiv:1908.10084

msmarco-bert-base-dot-v5 This is a sentence-transformers model: It maps sentences & paragraphs to a 768 dimensional dense vector space and was designed for semantic search. It has been trained on 500K (query, answer) pairs from the MS MARCO dataset. For an introduction to semantic search, have a look at: SBERT.net - Semantic Search

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# pull & run locally
pip install mlforge-sdk && mlforge pull sentence-transformers/msmarco-bert-base-dot-v5

Model details

Task
Sentence Similarity
Provider
sentence-transformers
Framework
sentence-transformers
Parameters
109.5M
Size
3.8 GB
Downloads
651.5K
Likes
21
Paper
arXiv:1908.10084
Updated
2025-03-06

About sentence-transformers/msmarco-bert-base-dot-v5

msmarco-bert-base-dot-v5 This is a sentence-transformers model: It maps sentences & paragraphs to a 768 dimensional dense vector space and was designed for semantic search. It has been trained on 500K (query, answer) pairs from the MS MARCO dataset. For an introduction to semantic search, have a look at: SBERT.net - Semantic Search

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