AIbase
EN
Home
Llava Meta Llama 3 8B Instruct
L

Llava Meta Llama 3 8B Instruct

Developed by MBZUAI
A multimodal model integrating Meta-Llama-3-8B-Instruct and LLaVA-v1.5, providing advanced vision-language understanding capabilities
Image-to-Text
Transformers
#Multimodal Understanding#Vision-Language Interaction#LoRA Fine-tuning
Downloads 20
Release Time : 4/26/2024

Model Overview

This model combines the language understanding capabilities of Meta-Llama-3-8B-Instruct with the visual processing capabilities of LLaVA, enabling it to handle joint vision-language tasks

Model Features

Dual-stage Training Strategy
Adopts a two-stage strategy of pretraining and fine-tuning, first training the vision-to-language projector, then fine-tuning the large language model using LoRA technology
Efficient Parameter Utilization
Only trains the visual projector and partial language model parameters, keeping the visual backbone frozen to improve training efficiency
Multimodal Capabilities
Combines powerful language models with visual processing capabilities to understand and generate text content related to images

Model Capabilities

Vision-Language Understanding
Image Caption Generation
Visual Question Answering
Multimodal Reasoning

Use Cases

Education
Image-assisted Learning
Helps students understand visual representations of complex concepts
Improves learning efficiency and depth of understanding
Content Creation
Automatic Image Annotation
Generates detailed descriptions or titles for images
Simplifies content management workflows
Assistive Technology
Visual Assistance
Describes image content for visually impaired individuals
Enhances accessibility
Featured Recommended AI Models
AIbase
Empowering the Future, Your AI Solution Knowledge Base
EnglishįŽ€äŊ“中文įšéĢ”中文ãĢãģんご
Š 2025AIbase