RolmOCR通过技术创新实现了显著的资源优化。其核心架构特点包括：
技术实现上，开发团队通过三个关键优化达成这一目标：首先去除对PDF元数据的依赖，简化处理流程；其次采用量化的模型参数；最后使用动态批处理技术提升计算效率。这些改进使得RolmOCR在消费级硬件上也能处理批量文档任务。
实际测试表明，处理A4文档时内存峰值控制在6GB以内，比开源替代方案节约2GB以上资源。
This answer comes from the articleRolmOCR: Document OCR Model for Recognizing Handwritten and Slanted CharactersThe
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