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README.md

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-license: apache-2.0
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+# Infinity-Parser2-2B
+
+<p align="center">
+    <img src="assets/logo.png" width="400"/>
+<p>
+
+<p align="center">
+💻 <a href="https://github.com/infly-ai/INF-MLLM">Github</a> |
+📊 <a href="https://huggingface.co/datasets/infly/Infinity-Doc2-xxx">Dataset</a> |
+📄 <a>Paper (coming soon...)</a> |
+🚀 <a>Demo (coming soon...)</a>
+</p>
+
+# Introduction
+
+
+## Key Features
+
+# Architecture
+
+todo
+
+# Performance
+
+## Document Parsing
+![image](assets/xxx.png)
+
+## Table Parsing
+![image](assets/xxx.png)
+
+## Math Formula Parsing
+![image](assets/xxx.png)
+
+## Chart Parsing
+![image](assets/xxx.png)
+
+## Chemical Formula Parsing
+![image](assets/xxx.png)
+
+## General Multimodal Understanding
+![image](assets/xxx.png)
+
+# Quick Start
+
+todo
+
+# Visualization
+
+## Comparison Examples
+![image](assets/xxx.jpeg)
+
+# Limitation & Future Work
+
+## Limitations
+
+## Future Work
+
+# Acknowledgments
+We would like to thank [Qwen3-VL](https://github.com/QwenLM/Qwen3-VL), [ms-swift](https://github.com/modelscope/ms-swift), [verl](https://github.com/verl-project/verl), [olmOCR-bench](https://huggingface.co/datasets/allenai/olmOCR-bench) and [OmniDocBench](https://github.com/opendatalab/OmniDocBench) for providing data, code and models. 
+
+# Citation
+
+Coming soon...
+
+# License
+
+This model is licensed under apache-2.0.