5 分钟搞定!Ollama 部署 Phi3 Mini 本地大模型,零成本上手
·
官方
此篇博文说明如何使用农Ollama下载并运行phi3:mini-128k,然后用本地大模型生成java代码。
选用Phi-3 Mini的原因:
- 本地运行快
- 使用内存少。
- 足够满足日常开发任务。
- 支持128k的上下文窗口。
Phi-3 Mini适合笔记本和本地环境。
下载模型
使用Ollama命令下载模型
ollama pull phi3:mini-128k
下载好的模型即可离线使用。
运行模型
与大模型开启一次交互会话
ollama run phi3:mini-128k
提示模型
模型启动后,输入下面提示词:
Create a Java program to calculate factorial of a given number
模型将会生成你想要的Java示例代码。
结果
运行后命令后,得到如下:
$ ollama run phi3:mini-128k "Can you create a Java program to create factorial of a given number"
Yes, I can help with that. Here's an example code in Java:
```java
public class Factorial {
public static void main(String[] args) {
int num = 5; // Change this to the desired input value for a different result
System.out end=System.out.println("The factorial of "+num+" is: " + calculateFactorial(num));
}
public static long calculateFactorial(int n) {
if (n == 0) return 1;
else return n * calculateFactorial(n-1);
}
}
```
This code uses recursion to calculate the factorial of a given number. It takes an integer input `num`, and
recursively multiplies it with its previous values until reaching zero, returning one as the base case (since 0! =
1). You can change the value in line 3 for different results:
```java
int num = // your desired input here;
System.out.println("The factorial of "+num+" is: " + calculateFactorial(num));
```
You can also create a more efficient version using loops instead of recursion, like this code below (note that it
uses BigInteger to handle larger numbers):
```java
import java.math.BigInteger;
public class Factorial {
public static void main(String[] args) {
int num = 50; // Change this value for a different result, note the potential performance impact when
using higher values
System.out.println("The factorial of "+num+" is: " + calculateFactorial(num));
}
public static BigInteger calculateFactorial(int n) {
if (n == 0) return new BigInteger("1");
BigInteger result = new BigInteger("1");
while (n > 1) {
result = result.multiply(new BigInteger(String.valueOf(n));
n--;
}
return result;
}
}
```
测试

输入:

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