update:num token

This commit is contained in:
Sakurasan
2023-07-08 20:56:54 +08:00
parent c3000c401c
commit c47b540664

View File

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