Alibaba Cloud Model Studio：大模型產品計費

# 運行前請 pip install tiktoken
from dashscope import get_tokenizer  # dashscope版本 >= 1.14.0

# 擷取tokenizer對象，目前只支援通義千問系列模型
tokenizer = get_tokenizer('qwen-turbo')

input_str = '通義千問具有強大的能力。'

# 將字串切分成token並轉換為token id
tokens = tokenizer.encode(input_str)
print(f"經過切分後的token id為：{tokens}。")
print(f"經過切分後共有{len(tokens)}個token")

# 將token id轉化為字串並列印出來
for i in range(len(tokens)):
    print(f"token id為{tokens[i]}對應的字串為：{tokenizer.decode(tokens[i])}")

// Copyright (c) Alibaba, Inc. and its affiliates.
// dashscope SDK版本 >= 2.13.0
import java.util.List;
import com.alibaba.dashscope.exception.NoSpecialTokenExists;
import com.alibaba.dashscope.exception.UnSupportedSpecialTokenMode;
import com.alibaba.dashscope.tokenizers.Tokenizer;
import com.alibaba.dashscope.tokenizers.TokenizerFactory;

public class Main {
  public static void testEncodeOrdinary(){
    Tokenizer tokenizer = TokenizerFactory.qwen();
    String prompt ="如果現在要你走十萬八千裡路，需要多長的時間才能到達？ ";
    // encode string with no special tokens
    List<Integer> ids = tokenizer.encodeOrdinary(prompt);
    System.out.println(ids);
    String decodedString = tokenizer.decode(ids);
    assert decodedString == prompt;
  }

  public static void testEncode() throws NoSpecialTokenExists, UnSupportedSpecialTokenMode{
    Tokenizer tokenizer = TokenizerFactory.qwen();
    String prompt = "<|im_start|>system\nYour are a helpful assistant.<|im_end|>\n<|im_start|>user\nSanFrancisco is a<|im_end|>\n<|im_start|>assistant\n";
    // encode string with special tokens <|im_start|> and <|im_end|>
    List<Integer> ids = tokenizer.encode(prompt, "all");
    // 24 tokens [151644, 8948, 198, 7771, 525, 264, 10950, 17847, 13, 151645, 198, 151644, 872, 198, 23729, 80328, 9464, 374, 264, 151645, 198, 151644, 77091, 198]
    String decodedString = tokenizer.decode(ids);
    System.out.println(ids);
    assert decodedString == prompt;

  }

  public static void main(String[] args) {
      try {
        testEncodeOrdinary();
        testEncode();
      } catch (NoSpecialTokenExists | UnSupportedSpecialTokenMode e) {
        e.printStackTrace();
      }
  }
}