Multimodal model

EVIE-Preview-4.5B

EVIE-Preview-4.5B is a multilingual visual document retrieval model built on the Qwen3.5-4B vision language backbone. It uses ColBERT style late interaction with 128 dimensional multi vector token embeddings to match text queries against document images, combining linear and full attention layers to retrieve across charts, tables, scientific reports, and financial filings in multiple languages.

Type
Multimodal
Weights
Open
Downloads
2.6k
Likes
99
Pipeline
visual document retrieval
License
apache-2.0

Model hub

tencent/EVIE-Preview-4.5B

Repo
tencent/EVIE-Preview-4.5B
Library
colpali-engine
Access
Public
Technical tags and languages
en fr de it es pt zh ja colpali-engine safetensors qwen3_5 visual-document-retrieval vision-language colpali colbert late-interaction multi-vector vidore document-retrieval multimodal
Open on Hugging Face

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About Tencent

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Tencent is a world-leading internet and technology company that develops innovative products and services to improve the quality of life of people around the world.