Llava Next Mistral 7B 4096 Open-Source Multimodal Model - Supports Joint Understanding and Generation of Images and Text

Llava Next Mistral 7b 4096

Developed by Mantis-VL

A multimodal model fine-tuned based on LLaVA-v1.6-Mistral-7B, supporting joint understanding and generation of images and text

Text-to-Image

Transformers

#Multimodal Dialogue #Long-context Processing #Vision-Language Understanding

Downloads 40

Release Time : 4/2/2024

Model Overview

This model is a variant of the LLaVA series of multimodal models, based on the Mistral-7B architecture, achieving image understanding and text generation capabilities through vision-language alignment training

Model Features

Long-context Support

Supports long-context processing capability of up to 4096 tokens

Multimodal Understanding

Capable of processing both image and text inputs, achieving joint vision-language understanding

Efficient Fine-tuning

Efficient fine-tuning based on pre-trained models, enhancing visual understanding while preserving original language capabilities

Model Capabilities

Image Content Understanding

Visual Question Answering

Image Caption Generation

Multimodal Dialogue

Text Generation

Use Cases

Intelligent Assistant

Visual Question Answering Assistant

Answers various user questions about image content

Content Generation

Image Caption Generation

Generates detailed textual descriptions for images

Property	Details
Base Model	llava - hf/llava - v1.6 - mistral - 7b - hf
Tags	generated_from_trainer

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Llava Next Mistral 7b 4096

Model Overview

Model Features

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🚀 llava_next_mistral_7b_4096

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Model description

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🔧 Technical Details

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