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Llava Llama 3 8b V1 1 Gguf

Developed by xtuner
A multimodal model fine-tuned based on Meta-Llama-3-8B-Instruct and CLIP-ViT-Large-patch14-336, supporting image understanding and text generation
Downloads 9,484
Release Time : 4/26/2024

Model Overview

This is a vision-language model capable of understanding image content and generating relevant textual descriptions, suitable for image-to-text tasks

Model Features

Powerful Visual Understanding
Combines CLIP-ViT-Large visual encoder for accurate image content comprehension
Llama-3 Language Model
Based on Meta's latest Llama-3-8B-Instruct model, providing high-quality text generation
Multi-Resolution Support
Supports image input with 336-pixel resolution
Efficient Fine-Tuning
Uses XTuner toolkit for efficient fine-tuning to optimize model performance

Model Capabilities

Image content understanding
Image caption generation
Multimodal Q&A
Visual reasoning

Use Cases

Image Understanding
Image Caption Generation
Generates detailed textual descriptions for input images
Produces natural and fluent image description texts
Visual Question Answering
Answers various questions about image content
Accurately responds to image-related questions
Education
Scientific Diagram Interpretation
Explains scientific charts and schematic diagrams
Helps students understand complex scientific concepts
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