Embedding Models/Linq-Embed-Mistral

Linq-Embed-Mistral by Linq AI — 4096D

Top retrieval model on MTEB, ranking #1 with 60.2 score. Built on Mistral-7B with advanced data refinement and negative mining.

At a glance

Modalities

Dimensions

4K

Max tokens

4K

Parameters

7B

Price / 1M tokens

Type

Dense

Output types

Single VectorMulti Vector

Language support

🌍 Multilingual support

Benchmarks

MTEB AVG 68.20
MTEB RETRIEVAL 60.20

Details

Release date 2024-05-29
License Apache 2.0
Model ID linq-embed-mistral
Provider Linq AI

Tags

text-embeddingmultilingualinstruction-awareopen-source