【ollama】（5）：在本地使用docker-compose启动ollama镜像，修改模型存储位置，并下载qwen-0.5b模型，速度飞快_ollama docker

1，ollama项目

Ollama 是一个强大的框架，设计用于在 Docker 容器中部署 LLM。Ollama 的主要功能是在 Docker 容器内部署和管理 LLM 的促进者，它使该过程变得非常简单。它帮助用户快速在本地运行大模型，通过简单的安装指令，可以让用户执行一条命令就在本地运行开源大型语言模型，例如 Llama 2。

https://ollama.com/

https://www.bilibili.com/video/BV1HC411Y7P1/?vd_source=4b290247452adda4e56d84b659b0c8a2

2，整个docker-compose 配置如下：

version: '3.5'

services:

##################### 使用ollama部署大模型 #####################

# OLLAMA_HOST       The host:port to bind to (default "127.0.0.1:11434")
# OLLAMA_ORIGINS    A comma separated list of allowed origins.
# OLLAMA_MODELS     The path to the models directory (default is "~/.ollama/models")

  ollama:
    restart: always
    container_name: ollama
    image: ollama/ollama
    ports:
      - 8000:8000
    environment:
      - OLLAMA_HOST=0.0.0.0:8000
      - OLLAMA_MODELS=/data/models
    volumes:
      - ./models/:/data/models
    # 命令启动 serve
    command: serve
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23

启动docker镜像服务：

docker-compose  up -d

1
2

然后就可以执行命令测试了：

curl http://localhost:8000/v1/chat/completions \
    -H "Content-Type: application/json" \
    -d '{
        "model": "qwen:0.5b","stream":true,
        "messages": [
            {
                "role": "user",
                "content": "你好"
            }
        ]
    }'
1
2
3
4
5
6
7
8
9
10
11

$ curl http://localhost:8000/v1/chat/completions \
    -H "Content-Type: application/json" \
    -d '{
        "model": "qwen:0.5b","stream":true,
        "messages": [
            {
                "role": "user",
                "content": "你好"
            }
        ]
    }'
data: {"id":"chatcmpl-163","object":"chat.completion.chunk","created":1710377122,"model":"qwen:0.5b","system_fingerprint":"fp_ollama","choices":[{"index":0,"delta":{"role":"assistant","content":"你好"},"finish_reason":null}]}

data: {"id":"chatcmpl-163","object":"chat.completion.chunk","created":1710377122,"model":"qwen:0.5b","system_fingerprint":"fp_ollama","choices":[{"index":0,"delta":{"role":"assistant","content":"，"},"finish_reason":null}]}

data: {"id":"chatcmpl-163","object":"chat.completion.chunk","created":1710377122,"model":"qwen:0.5b","system_fingerprint":"fp_ollama","choices":[{"index":0,"delta":{"role":"assistant","content":"很高兴"},"finish_reason":null}]}

data: {"id":"chatcmpl-163","object":"chat.completion.chunk","created":1710377122,"model":"qwen:0.5b","system_fingerprint":"fp_ollama","choices":[{"index":0,"delta":{"role":"assistant","content":"为您"},"finish_reason":null}]}

data: {"id":"chatcmpl-163","object":"chat.completion.chunk","created":1710377122,"model":"qwen:0.5b","system_fingerprint":"fp_ollama","choices":[{"index":0,"delta":{"role":"assistant","content":"服务"},"finish_reason":null}]}

data: {"id":"chatcmpl-163","object":"chat.completion.chunk","created":1710377122,"model":"qwen:0.5b","system_fingerprint":"fp_ollama","choices":[{"index":0,"delta":{"role":"assistant","content":"。"},"finish_reason":null}]}

data: {"id":"chatcmpl-163","object":"chat.completion.chunk","created":1710377122,"model":"qwen:0.5b","system_fingerprint":"fp_ollama","choices":[{"index":0,"delta":{"role":"assistant","content":"有什么"},"finish_reason":null}]}

data: {"id":"chatcmpl-163","object":"chat.completion.chunk","created":1710377122,"model":"qwen:0.5b","system_fingerprint":"fp_ollama","choices":[{"index":0,"delta":{"role":"assistant","content":"我可以"},"finish_reason":null}]}

data: {"id":"chatcmpl-163","object":"chat.completion.chunk","created":1710377122,"model":"qwen:0.5b","system_fingerprint":"fp_ollama","choices":[{"index":0,"delta":{"role":"assistant","content":"帮助"},"finish_reason":null}]}

data: {"id":"chatcmpl-163","object":"chat.completion.chunk","created":1710377122,"model":"qwen:0.5b","system_fingerprint":"fp_ollama","choices":[{"index":0,"delta":{"role":"assistant","content":"您的"},"finish_reason":null}]}

data: {"id":"chatcmpl-163","object":"chat.completion.chunk","created":1710377122,"model":"qwen:0.5b","system_fingerprint":"fp_ollama","choices":[{"index":0,"delta":{"role":"assistant","content":"吗"},"finish_reason":null}]}

data: {"id":"chatcmpl-163","object":"chat.completion.chunk","created":1710377122,"model":"qwen:0.5b","system_fingerprint":"fp_ollama","choices":[{"index":0,"delta":{"role":"assistant","content":"？"},"finish_reason":null}]}

data: {"id":"chatcmpl-163","object":"chat.completion.chunk","created":1710377123,"model":"qwen:0.5b","system_fingerprint":"fp_ollama","choices":[{"index":0,"delta":{"role":"assistant","content":"\n"},"finish_reason":null}]}

data: {"id":"chatcmpl-163","object":"chat.completion.chunk","created":1710377123,"model":"qwen:0.5b","system_fingerprint":"fp_ollama","choices":[{"index":0,"delta":{"role":"assistant","content":""},"finish_reason":"stop"}]}

data: [DONE]

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41

速度特别快。还可以。