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Paligemma 3B Chat V0.2

Developed by BUAADreamer
A multimodal dialogue model fine-tuned based on google/paligemma-3b-mix-448, optimized for multi-turn conversation scenarios
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Release Time : 6/4/2024

Model Overview

This model is a vision-language model capable of understanding and generating natural language descriptions about image content, supporting multi-turn conversations in both English and Chinese.

Model Features

Multimodal Understanding
Capable of processing both image and text inputs, understanding image content, and generating relevant descriptions
Multi-turn Dialogue Optimization
Designed for conversational scenarios, supporting coherent multi-turn interactions
Bilingual Support
Supports both English and Chinese input and output
Efficient Fine-tuning
Only adjusts the language model and projection layer parameters while keeping the visual encoder frozen

Model Capabilities

Image content understanding
Multi-turn dialogue
Bilingual text generation
Visual question answering

Use Cases

Intelligent Customer Service
Product Image Consultation
Users upload product images, and the model answers related questions
Provides accurate product descriptions and relevant information
Educational Assistance
Image Learning Assistant
Helps students understand image content in educational materials
Provides detailed image explanations and related knowledge points
Content Moderation
Image Content Analysis
Automatically identifies and describes the content of uploaded images
Assists manual review, improving efficiency
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