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  1. 下载并安装Ollama, https://ollama.com/download
  2. 启动ollama
  3. 运行llama 3.2 3B, ollama run llama3.2:3b
  4. 输入下面的prompt:
    下面是学生留学申请的结果,请抽取学校,学位,专业信息以json格式返回, 每条申请对应一条json:
     Yale/BME/offer
     UCSD PhD ECE
    

llama 3.2的输出:

[
  {
    "school": "Yale",
    "degree": "BME",
    "admission_status": "offer"
  },
  {
    "school": "UCSD",
    "degree": "PhD",
    "major": "ECE"
  }
]

效果不错,就是波动性比较大,不稳定。

下面是doubao提取的结果:

[
    {
        "学校": "Yale",
        "学位": "",
        "专业": "BME"
    },
    {
        "学校": "UCSD",
        "学位": "PhD",
        "专业": "ECE"
    }
]