Open-source libra-11b-base model - A decoupled vision system supporting multimodal understanding

Libra 11b Base

Developed by YifanXu

Libra is a decoupled vision system built upon large language models, possessing fundamental multimodal understanding capabilities.

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Release Time : 5/15/2024

Model Overview

This model is trained on image-text pairs, enabling image-to-text conversion and understanding, suitable for multimodal tasks.

Multimodal Understanding Capability

Trained on image-text pairs, it can understand image content and generate relevant textual descriptions.

Decoupled Vision System

Built upon large language models, the vision system is decoupled from the language model, potentially offering a more flexible architecture.

CLIP Model Integration

Requires integration with a pre-trained CLIP model, likely enhancing visual feature extraction capabilities.

Image Understanding

Image-to-Text Conversion

Multimodal Task Processing

Image Understanding and Description

Image Captioning

Generate descriptive text for images

Visual Question Answering

Answer questions about image content

Multimodal Applications

Image-Text Matching

Determine if an image matches a given text description

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