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Jina Embeddings V3

Developed by koble-ai
Jina Embeddings V3 is a multilingual sentence embedding model supporting over 100 languages, focusing on sentence similarity calculation and feature extraction tasks.
Downloads 37
Release Time : 1/17/2025

Model Overview

This model is a multilingual sentence embedding model capable of converting text into high-dimensional vector representations for tasks such as sentence similarity calculation, information retrieval, and text classification.

Model Features

Multilingual support
Supports sentence embeddings for over 100 languages, including major languages and various minority languages.
Efficient feature extraction
Quickly converts text into high-dimensional vector representations for subsequent similarity calculations and analysis.
MTEB benchmark testing
Performs well in the MTEB benchmark, suitable for various text-related tasks.

Model Capabilities

Sentence vectorization
Multilingual text processing
Sentence similarity calculation
Text feature extraction

Use Cases

Information retrieval
Multilingual document retrieval
Finding semantically similar documents in a multilingual document library.
Achieved a primary score of 50.12% in the MTEB ArguAna-PL test.
Text classification
Multilingual text classification
Classifying texts in multiple languages.
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