Embedding Models/Jina Embeddings v3

Jina Embeddings v3 by Jina AI — 1024D

Multilingual embeddings with task-specific LoRA adapters. Optimized for text retrieval, semantic matching, and long documents up to 8K tokens.

At a glance

Modalities

Dimensions

1K

Max tokens

8K

Parameters

559M

Price / 1M tokens

$0.020

Type

Dense

Matryoshka dimensions

32641282565121024

Output types

Single VectorMulti Vector

Language support

🌍 Multilingual support (89+ languages)

Benchmarks

MTEB EN 54.33
MMTEB 58.58
LONGEMBED 55.66

Details

Release date 2024-09-18
License CC BY-NC 4.0
Model ID jina-embeddings-v3
Provider Jina AI

Tags

text-embeddingmultilinguallong-contextmatryoshkalora-adapters