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Libra 11b Base

Developed by YifanXu
Libra is a decoupled vision system built upon large language models, possessing fundamental multimodal understanding capabilities.
Downloads 18
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.

Model Features

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.

Model Capabilities

Image Understanding
Image-to-Text Conversion
Multimodal Task Processing

Use Cases

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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