dangvantuan/vietnamese-document-embedding

Sentence Similarity·dangvantuan· 124.2K· 28

sentence-transformers apache-2.0 Sentence Similarity 305.4M params

Model Description: vietnamese-document-embedding is the Document Embedding Model for Vietnamese language with context length up to 8096 tokens. This model is a specialized long text-embedding trained specifically for the Vietnamese language, which is built upon gte-multilingual and trained using the Multi-Negative Ranking Loss, Matryoshka2dLoss and SimilarityLoss.

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# pull & run locally
pip install mlforge-sdk && mlforge pull dangvantuan/vietnamese-document-embedding

Model details

Task

Sentence Similarity

Provider

dangvantuan

Framework

sentence-transformers

Parameters

305.4M

Size

1.2 GB

License

apache-2.0

Downloads

124.2K

Likes

Paper

arXiv:1908.10084

Updated

2024-11-22

About dangvantuan/vietnamese-document-embedding

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