update:num token
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@@ -737,38 +737,53 @@ func fetchResponseContent(ctx *gin.Context, responseBody *bufio.Reader) <-chan s
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return contentCh
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}
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func NumTokensFromMessages(messages []openai.ChatCompletionMessage, model string) (num_tokens int) {
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func NumTokensFromMessages(messages []openai.ChatCompletionMessage, model string) (numTokens int) {
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tkm, err := tiktoken.EncodingForModel(model)
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if err != nil {
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err = fmt.Errorf("EncodingForModel: %v", err)
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fmt.Println(err)
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log.Println(err)
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return
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}
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var tokens_per_message int
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var tokens_per_name int
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if model == "gpt-3.5-turbo-0301" || model == "gpt-3.5-turbo" {
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tokens_per_message = 4
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tokens_per_name = -1
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} else if model == "gpt-4-0314" || model == "gpt-4" {
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tokens_per_message = 3
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tokens_per_name = 1
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} else {
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fmt.Println("Warning: model not found. Using cl100k_base encoding.")
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tokens_per_message = 3
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tokens_per_name = 1
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var tokensPerMessage, tokensPerName int
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switch model {
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case "gpt-3.5-turbo-0613",
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"gpt-3.5-turbo-16k-0613",
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"gpt-4-0314",
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"gpt-4-32k-0314",
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"gpt-4-0613",
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"gpt-4-32k-0613":
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tokensPerMessage = 3
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tokensPerName = 1
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case "gpt-3.5-turbo-0301":
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tokensPerMessage = 4 // every message follows <|start|>{role/name}\n{content}<|end|>\n
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tokensPerName = -1 // if there's a name, the role is omitted
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default:
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if strings.Contains(model, "gpt-3.5-turbo") {
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log.Println("warning: gpt-3.5-turbo may update over time. Returning num tokens assuming gpt-3.5-turbo-0613.")
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return NumTokensFromMessages(messages, "gpt-3.5-turbo-0613")
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} else if strings.Contains(model, "gpt-4") {
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log.Println("warning: gpt-4 may update over time. Returning num tokens assuming gpt-4-0613.")
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return NumTokensFromMessages(messages, "gpt-4-0613")
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} else {
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err = fmt.Errorf("warning: unknown model [%s]. Use default calculation method converted tokens.", model)
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log.Println(err)
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return NumTokensFromMessages(messages, "gpt-3.5-turbo-0613")
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}
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}
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for _, message := range messages {
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num_tokens += tokens_per_message
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num_tokens += len(tkm.Encode(message.Content, nil, nil))
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// num_tokens += len(tkm.Encode(message.Role, nil, nil))
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numTokens += tokensPerMessage
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numTokens += len(tkm.Encode(message.Content, nil, nil))
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numTokens += len(tkm.Encode(message.Role, nil, nil))
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numTokens += len(tkm.Encode(message.Name, nil, nil))
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if message.Name != "" {
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num_tokens += tokens_per_name
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numTokens += tokensPerName
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}
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}
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num_tokens += 3
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return num_tokens
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numTokens += 3
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return numTokens
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}
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func NumTokensFromStr(messages string, model string) (num_tokens int) {
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