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,
104198,
101919,
102661,
99718,
104197,
100176,
102064,
104949,
3837,
35946,
99882,
31935,
64559,
99320,
56007,
1773,
109944,
102104,
100646,
86119,
5373,
110479,
46100,
33108,
108704,
104223,
49567,
88802,
1773,
198,
198,
107228,
100006,
100345,
102285,
16744,
33108,
104034,
20074,
9370,
110502,
3837,
71817,
104049,
100134,
33108,
103983,
3837,
101982,
106217,
97611,
102104,
99570,
106510,
100021,
1773,
198,
198,
116880,
3837,
100622,
102661,
99718,
100048,
109824,
104949,
3837,
31935,
64559,
99320,
56007,
102094,
104795,
99795,
102064,
54542,
99788,
3837,
100006,
100364,
20002,
100638,
100646,
102181,
103936,
1773
],
"total_duration": 1804974600,
"load_duration": 37535900,
"prompt_eval_count": 10,
"prompt_eval_duration": 28193000,
"eval_count": 83,
"eval_duration": 1736505000
}