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Chartmoe

Developed by IDEA-FinAI
ChartMoE is a multimodal large language model based on InternLM-XComposer2, featuring a mixture of experts connector with advanced chart capabilities.
Downloads 250
Release Time : 9/4/2024

Model Overview

ChartMoE is a multimodal large language model specialized in chart processing, capable of understanding, redrawing, editing, highlighting, and transforming charts.

Model Features

Multimodal Chart Processing
Capable of understanding and processing chart information, enabling image-to-text conversion.
Mixture of Experts Architecture
Utilizes a mixture of experts connector to enhance the model's ability to handle complex tasks.
Advanced Chart Features
Supports various operations such as chart understanding, redrawing, editing, highlighting, and transformation.

Model Capabilities

Chart Understanding
Chart Redrawing
Chart Editing
Chart Highlighting
Chart Transformation

Use Cases

Data Analysis
Chart Information Extraction
Extracts key information from charts and converts it into textual descriptions.
Chart Visualization Editing
Edits and optimizes existing charts.
Academic Research
Paper Chart Processing
Assists researchers in understanding and processing charts in academic papers.
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