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PaddlePaddle/PP-DocBee2-3B

Image To Text·PaddlePaddle· 175
PaddleOCR apache-2.0 Image To Text license:apache-2.0region:us

The PaddleOCR team has developed PP-DocBee2-3B, a multimodal large model that significantly enhances Chinese document understanding. Building upon the original PP-DocBee, this new iteration introduces an improved data optimization scheme that boosts data quality. PP-DocBee2 achieves superior performance in Chinese document understanding tasks by leveraging a relatively small dataset of 470,000 syn

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# pull & run locally
pip install mlforge-sdk && mlforge pull PaddlePaddle/PP-DocBee2-3B

Model details

Task
Image To Text
Provider
PaddlePaddle
Framework
PaddleOCR
Size
7.6 GB
License
apache-2.0
Downloads
175
Updated
2025-08-27

About PaddlePaddle/PP-DocBee2-3B

The PaddleOCR team has developed PP-DocBee2-3B, a multimodal large model that significantly enhances Chinese document understanding. Building upon the original PP-DocBee, this new iteration introduces an improved data optimization scheme that boosts data quality. PP-DocBee2 achieves superior performance in Chinese document understanding tasks by leveraging a relatively small dataset of 470,000 synthetic data points, generated through a proprietary data synthesis strategy. Internally, PP-DocBee2 demonstrates an impressive 11.4% improvement over its predecessor, PP-DocBee, in Chinese business scenario metrics. Furthermore, it outperforms other popular open-source and closed-source models of comparable scale in key accuracy metrics. The key accuracy metrics are as follow:

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