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Advanced Command Line Parameters

Pass-through of inference engine parameters

Parameter Passing Instructions

Tip

  • All officially supported vllm/lmdeploy parameters can be passed to MinerU through command line arguments, including the following commands: mineru, mineru-openai-server, mineru-gradio, mineru-api, mineru-router
  • Command-line options support both --foo value and --foo=value forms
  • If you want to learn more about vllm parameter usage, please refer to the vllm official documentation
  • If you want to learn more about lmdeploy parameter usage, please refer to the lmdeploy official documentation

GPU Device Selection and Configuration

CUDA_VISIBLE_DEVICES Basic Usage

Tip

  • In any situation, you can specify visible GPU devices by adding the CUDA_VISIBLE_DEVICES environment variable at the beginning of the command line. For example: 
    CUDA_VISIBLE_DEVICES=1 mineru -p <input_path> -o <output_path>
  • This method works for all command-line invocations, including mineru, mineru-openai-server, mineru-gradio, mineru-api, and mineru-router, and it applies to both the pipeline and vlm backends.

Common Device Configuration Examples

Tip

Here are some common CUDA_VISIBLE_DEVICES setting examples: 

CUDA_VISIBLE_DEVICES=1  # Only device 1 will be seen
CUDA_VISIBLE_DEVICES=0,1  # Devices 0 and 1 will be visible
CUDA_VISIBLE_DEVICES="0,1"  # Same as above, quotation marks are optional
CUDA_VISIBLE_DEVICES=0,2,3  # Devices 0, 2, 3 will be visible; device 1 is masked
CUDA_VISIBLE_DEVICES=""  # No GPU will be visible

Practical Application Scenarios

Tip

Here are some possible usage scenarios:

  • If you have multiple GPUs and need to start two openai-server services on GPU 0 and GPU 1, each listening on a different port, you can use the following commands: 

    # In terminal 1
CUDA_VISIBLE_DEVICES=0 mineru-openai-server --engine vllm --port 30000
# In terminal 2
CUDA_VISIBLE_DEVICES=1 mineru-openai-server --engine vllm --port 30001

  • If you have multiple GPUs and need to start two fastapi services on GPU 0 and GPU 1, each listening on a different port, you can use the following commands: 

    # In terminal 1
CUDA_VISIBLE_DEVICES=0 mineru-api --host 127.0.0.1 --port 8000
# In terminal 2
CUDA_VISIBLE_DEVICES=1 mineru-api --host 127.0.0.1 --port 8001

  • If you have multiple GPUs and want to use router to launch and manage fastapi services across four GPUs, you can use the following command: 

    CUDA_VISIBLE_DEVICES=0,1,2,3 mineru-router --host 127.0.0.1 --port 8002