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如何在本地安装和运行olmOCR处理单个PDF文件?

2025-08-30 1.7 K

本地安装和使用olmOCR处理单个PDF文件的基本步骤如下:

  1. environmental preparation:安装Anaconda并创建虚拟环境(Python 3.11)
    conda create -n olmocr python=3.11
    conda activate olmocr
  2. Installing core dependencies:克隆代码库并安装基本依赖
    git clone https://github.com/allenai/olmocr.git
    cd olmocr
    pip install -e .
  3. GPU加速(可选):如需GPU支持,安装sglang和flashinfer
  4. 处理PDF文件:将PDF放入目录后运行处理命令
    python -m olmocr.pipeline ./localworkspace --pdfs tests/gnarly_pdfs/horribleocr.pdf
  5. View Results:处理结果JSON文件保存在./localworkspace/results目录

注意:建议使用NVIDIA显卡以获得最佳性能,需确保GPU驱动和CUDA版本与依赖兼容。

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