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jzhang533
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Feb 11, 2026
| Natively integrates ERNIE 4.5 to **precisely extract key information** from massive documents, with 15% accuracy improvement over previous generation. Makes documents "**understand**" your questions and provide accurate answers. | ||
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| In addition to providing an outstanding model library, PaddleOCR 3.0 also offers user-friendly tools covering model training, inference, and service deployment, so developers can rapidly bring AI applications to production. | ||
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这张图，是不是放到 Developer-Centric Ecosystem 那小节后面比较好。
不然读起来会不连贯。
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| **Special Note**: PaddleOCR 3.x introduces several significant interface changes. **Old code written based on PaddleOCR 2.x is likely incompatible with PaddleOCR 3.x**. Please ensure that the documentation you are reading matches the version of PaddleOCR you are using. [This document](https://paddlepaddle.github.io/PaddleOCR/latest/en/update/upgrade_notes.html) explains the reasons for the upgrade and the major changes from PaddleOCR 2.x to 3.x. | ||
| ### 🛠️ Developer-Centric Ecosystem |
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这里要不要提一下可以用 pytorch 生态里的工具来跑？ vllm, sglang, transformers, etc.
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现在还不可以，有很多小的模型还无法直接跑，等全面支持后可以增加这块的描述
| # Run PP-StructureV3 inference | ||
| paddleocr pp_structurev3 -i https://paddle-model-ecology.bj.bcebos.com/paddlex/imgs/demo_image/pp_structure_v3_demo.png --use_doc_orientation_classify False --use_doc_unwarping False | ||
| ## 🚀 Quick Start | ||
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这里好像还是需要保留一段最简短的代码，大家可以 copy paste 就能本地运行。
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模型比较多，会显得很冗余。不过确实需要再讨论下
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