Mmalaya
MMAlaya is a multimodal system developed based on the large language model Alaya, comprising three core components: a large language model, an image-text feature encoder, and a feature transformation module.
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Release Time : 1/23/2024
Model Overview
MMAlaya is a multimodal model system capable of handling image-to-text conversion tasks, built on the LLaVA framework and supporting Chinese language processing.
Model Features
Multimodal Capability
Integrates visual and language processing capabilities to achieve image-to-text conversion.
Chinese Optimization
Multimodal processing capabilities specifically optimized for Chinese scenarios.
Modular Architecture
Designed with three core components for easy expansion and maintenance.
Model Capabilities
Image Understanding
Image Caption Generation
Multimodal Reasoning
Chinese Text Generation
Use Cases
Visual Question Answering
Image Content Description
Generates detailed Chinese descriptions for input images.
Multimodal Interaction
Image-Based Dialogue
Engages in natural language dialogue based on image content.
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