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如何使用 MM-EUREKA 处理包含图片的数学应用题?具体操作步骤是什么?

2025-08-29 1.2 K

处理图文数学题的完整工作流程如下:

  1. Data preparation
    创建JSONL格式文件,包含:
    • image_urls字段指向本地图片路径(如file:///home/user/question.jpg)
    • conversations字段存储问题描述(如’求图中阴影部分面积’)
  2. model-based reasoning
    execute a commandpython scripts/inference.py --model MM-Eureka-8B --data problem.jsonl
  3. 结果解析
    Example output:
    <think>识别出图形由1个矩形和2个半圆组成...</think>
    <answer>38.5cm²</answer>

caveat:当处理三维几何等复杂图形时,建议使用38B模型并启用--enable_reflection参数激活反思功能。

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