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5 changes: 3 additions & 2 deletions README.md
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**🔥2025.01.07日直播课 飞桨PP系列模型上新！**

- ✨PP-DocBee文档图像理解的新‘蜂’向标！
为了帮助您迅速且深入地了解**PaddleMIX**的**PP-DocBee文档理解特色模型**，并熟练掌握实际操作技巧，百度高级研发工程师将在**1月7日（周二）19:00**，为您详细解读PP-DocBee的核心技术，手把手演示多模态大模型开发全流程。赶快扫描下方海报二维码预约报名！
🎉PaddleMIX推出轻量级多模态文档理解模型PP-DocBee！基于多模态大模型实现端到端文档图像理解，破解业界复杂图表文档解析难题。采用ViT+MLP+LLM架构，优化数据合成策略、数据预处理、训练方式、OCR后处理辅助等环节。OCR小模型与LLM大模型结合、基于渲染引擎生产图像数据等众多策略实现问答质量更高，生成成本可控。支持本地gradio部署、OpenAI服务部署，提供飞桨星河社区在线环境快速体验。**1月7日（周二）19:00**，直播为您详细解读PP-DocBee的核心技术与产业应用。🚀报名链接：https://www.wjx.top/vm/mlDdpSb.aspx?udsid=309483

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11 changes: 4 additions & 7 deletions README_EN.md
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## 📰 News
**🔥 Live Course on January 7th, 2025 - New PaddlePaddle PP Series Models!**

**🔥PaddleMIX Development Project Challenge (November 21 - December 22, 2024)**
- ✨PP-DocBee: A New Benchmark for Document Image Understanding!
🎉PaddleMIX introduces PP-DocBee, a lightweight multimodal document understanding model! Based on multimodal large models, it achieves end-to-end document image understanding, solving complex document parsing challenges. Using a ViT+MLP+LLM architecture, it optimizes data synthesis strategies, preprocessing, training methods, and OCR post-processing assistance. By combining small OCR models with large LLMs and using rendering engine-based image data generation strategies, it achieves higher quality Q&A with controllable generation costs. Supports local Gradio deployment, OpenAI service deployment, and provides quick access through PaddlePaddle Galaxy community online environment. **Join us on Tuesday, January 7th at 19:00** for a detailed explanation of PP-DocBee's core technology and industry applications. 🚀Registration link: https://www.wjx.top/vm/mlDdpSb.aspx?udsid=309483


**🔥Live Course on January 7th, 2025: New PaddlePaddle PP Series Models Released!**

- ✨PP-DocBee: A New 'Bee'-ginning in Document Image Understanding!
To help you quickly and deeply understand **PaddleMIX**'s **PP-DocBee document understanding model** and master practical skills, Baidu's senior R&D engineers will provide a detailed explanation of PP-DocBee's core technology and demonstrate the complete development process of multimodal large models at **19:00 on January 7th (Tuesday)**. Scan the QR code below to register now!
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