大模型实战 - 1:本地搭建ollama 环境

| 分类 人工智能与大模型  | 标签 ollama  大模型  nvidia  docker  windows  千问 

在Windows 环境下搭建大模型环境,机器本身的配置如下:

安装ollama

官网https://ollama.com/ 下载比较慢,可以通过https://ollama.zhike.in/ 快速下载

下载后正常安装,安装完成后可以看到ollama 命令已经生效

以上也是ollama 的一些常用的命令,可以尝试去用一下!

相关配置

设置ollama 大模型下载的本地地址,我设置在D 盘,防止C 盘空间快速用完

> setx OLLAMA_MODELS "D:\LLM\Ollama"

否则默认会下载到C:\Users\<用户名>\.ollama\models 下面

还需要注意,配置完环境变量后,需要重启电脑,否则还是会下载到默认路径下!

本地运行大模型

https://ollama.com/search 可以搜索各种大模型,比如千问、deepseek-r1 等

本文搭建千问模型,选择1.8b,一共1.1G 大小

ollama run qwen:1.8b

下载时间大概是10分钟,可以看到按照预期下载到D:\LLM\Ollama 目录下

然后尝试提一些问题,可以看到大模型的回答

Web方式

POST 方式访问http://localhost:11434/api/generate

请求为:

{
 "model": "qwen:1.8b",
 "prompt":"你是谁"
}

应答为:

{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:50.4649611Z",
    "response": "我是",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:50.4839516Z",
    "response": "来自",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:50.5054233Z",
    "response": "阿里",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:50.5266711Z",
    "response": "云",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:50.5501598Z",
    "response": "的大",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:50.5719503Z",
    "response": "规模",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:50.5931274Z",
    "response": "语言",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:50.6140495Z",
    "response": "模型",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:50.6340566Z",
    "response": ",",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:50.6536502Z",
    "response": "我",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:50.6754928Z",
    "response": "叫",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:50.6971446Z",
    "response": "通",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:50.7188078Z",
    "response": "义",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:50.7392321Z",
    "response": "千",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:50.7596602Z",
    "response": "问",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:50.7792397Z",
    "response": "。",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:50.800022Z",
    "response": "我可以",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:50.8203415Z",
    "response": "回答",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:50.8427487Z",
    "response": "各种",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:50.8626947Z",
    "response": "问题",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:50.8835555Z",
    "response": "、",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:50.9048156Z",
    "response": "撰写",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:50.9244717Z",
    "response": "代码",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:50.9455104Z",
    "response": "和",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:50.9672237Z",
    "response": "文本",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:50.9882648Z",
    "response": "创作",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.0098168Z",
    "response": "等",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.0303479Z",
    "response": "任务",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.0501072Z",
    "response": "。\n\n",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.0741688Z",
    "response": "我还",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.1047749Z",
    "response": "能够",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.1313981Z",
    "response": "根据",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.1519466Z",
    "response": "上下",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.1726288Z",
    "response": "文",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.1935339Z",
    "response": "和",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.2149275Z",
    "response": "训练",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.2348468Z",
    "response": "数据",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.2558042Z",
    "response": "的",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.2770361Z",
    "response": "启发",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.2976444Z",
    "response": ",",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.3181051Z",
    "response": "进行",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.3384221Z",
    "response": "自我",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.3597278Z",
    "response": "学习",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.3799235Z",
    "response": "和",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.4002694Z",
    "response": "优化",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.4211647Z",
    "response": ",",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.4424005Z",
    "response": "从而",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.4632858Z",
    "response": "不断提高",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.4846896Z",
    "response": "我的",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.5046685Z",
    "response": "回答",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.5252655Z",
    "response": "质量",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.5467586Z",
    "response": "和服务",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.5679187Z",
    "response": "水平",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.5885355Z",
    "response": "。\n\n",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.6083483Z",
    "response": "总的来说",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.6296107Z",
    "response": ",",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.6500435Z",
    "response": "作为",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.6712906Z",
    "response": "阿里",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.6917233Z",
    "response": "云",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.7132519Z",
    "response": "研发",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.7369172Z",
    "response": "的语言",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.7546622Z",
    "response": "模型",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.7766868Z",
    "response": ",",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.8015535Z",
    "response": "通",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.8233333Z",
    "response": "义",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.844034Z",
    "response": "千",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.8651813Z",
    "response": "问",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.8848791Z",
    "response": "具备",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.9045311Z",
    "response": "强大的",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.9255999Z",
    "response": "自然",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.9470258Z",
    "response": "语言",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.9699993Z",
    "response": "处理",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:51.9890286Z",
    "response": "能力",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:52.0104799Z",
    "response": ",",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:52.031313Z",
    "response": "能够",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:52.0523826Z",
    "response": "帮助",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:52.073182Z",
    "response": "用户",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:52.09388Z",
    "response": "解决",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:52.1145737Z",
    "response": "各种",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:52.1351395Z",
    "response": "复杂",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:52.1567296Z",
    "response": "的问题",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:52.1801943Z",
    "response": "。",
    "done": false
}
{
    "model": "qwen:1.8b",
    "created_at": "2025-03-09T08:49:52.2016407Z",
    "response": "",
    "done": true,
    "done_reason": "stop",
    "context": [
        151644,
        872,
        198,
        105043,
        100165,
        151645,
        198,
        151644,
        77091,
        198,
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    "total_duration": 1804974600,
    "load_duration": 37535900,
    "prompt_eval_count": 10,
    "prompt_eval_duration": 28193000,
    "eval_count": 83,
    "eval_duration": 1736505000
}



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