pkoukk / tiktoken-go

go version of tiktoken
MIT License
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Counting Example changed a bit. #30

Closed nicewook closed 1 year ago

nicewook commented 1 year ago

At the moment(6/27), Counting token is slightly changed. I changed the Example of ChatMessage

// below link may not work on Chrome(error: Unable to render code block)
// then, use FireFox
// OpenAI Cookbook: https://github.com/openai/openai-cookbook/blob/main/examples/How_to_count_tokens_with_tiktoken.ipynb
func NumTokensFromMessages(messages []openai.ChatCompletionMessage, model string) (numTokens int) {
    tkm, err := tiktoken.EncodingForModel(model)
    if err != nil {
        err = fmt.Errorf("encoding for model: %v", err)
        log.Println(err)
        return
    }

    var tokensPerMessage, tokensPerName int

    if model == "gpt-3.5-turbo-0613" ||
        model == "gpt-3.5-turbo-16k-0613" ||
        model == "gpt-4-0314" ||
        model == "gpt-4-32k-0314" ||
        model == "gpt-4-0613" ||
        model == "gpt-4-32k-0613" {
        tokensPerMessage = 3
        tokensPerName = -1
    } else if model == "gpt-3.5-turbo-0301" {
        tokensPerMessage = 4 // every message follows <|start|>{role/name}\n{content}<|end|>\n
        tokensPerName = -1   // if there's a name, the role is omitted
    } else if model == "gpt-3.5-turbo" {
        log.Println("warning: gpt-3.5-turbo may update over time. Returning num tokens assuming gpt-3.5-turbo-0613.")
        return NumTokensFromMessages(messages, "gpt-3.5-turbo-0613")
    } else if model == "gpt-4" {
        log.Println("warning: gpt-4 may update over time. Returning num tokens assuming gpt-4-0613.")
        return NumTokensFromMessages(messages, "gpt-4-0613")
    } else {
        err := errors.New("warning: model not found. Using cl100k_base encoding")
        log.Println(err)
        return
    }

    for _, message := range messages {
        numTokens += tokensPerMessage
        numTokens += len(tkm.Encode(message.Content, nil, nil))
        numTokens += len(tkm.Encode(message.Role, nil, nil))
        numTokens += len(tkm.Encode(message.Name, nil, nil))
        if message.Name != "" {
            numTokens += tokensPerName
        }
    }
    numTokens += 3 // every reply is primed with <|start|>assistant<|message|>
    return numTokens
}
pkoukk commented 1 year ago

Get it, thanks.