[feat] accurate tokenizing
This commit is contained in:
@@ -11,6 +11,7 @@ import { selectedCharID } from './stores';
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import { calcString } from './process/infunctions';
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import { findCharacterbyId } from './util';
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import { getInlayImage } from './image';
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import { cloneDeep } from 'lodash';
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const convertora = new showdown.Converter({
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simpleLineBreaks: true,
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@@ -346,7 +347,14 @@ function wppParser(data:string){
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const rgx = /(?:{{|<)(.+?)(?:}}|>)/gm
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type matcherArg = {chatID:number,db:Database,chara:character|string,rmVar:boolean,var?:{[key:string]:string}}
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type matcherArg = {
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chatID:number,
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db:Database,
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chara:character|string,
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rmVar:boolean,
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var?:{[key:string]:string}
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tokenizeAccurate?:boolean
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}
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const matcher = (p1:string,matcherArg:matcherArg) => {
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if(p1.length > 10000){
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return ''
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@@ -390,7 +398,7 @@ const matcher = (p1:string,matcherArg:matcherArg) => {
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case 'bot':{
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let selectedChar = get(selectedCharID)
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let currentChar = db.characters[selectedChar]
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if(currentChar.type !== 'group'){
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if(currentChar && currentChar.type !== 'group'){
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return currentChar.name
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}
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if(chara){
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@@ -484,6 +492,9 @@ const matcher = (p1:string,matcherArg:matcherArg) => {
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return ''
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}
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case 'time':{
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if(matcherArg.tokenizeAccurate){
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return `00:00:00`
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}
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if(chatID === -1){
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return "[Cannot get time]"
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}
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@@ -499,6 +510,9 @@ const matcher = (p1:string,matcherArg:matcherArg) => {
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return date.toLocaleTimeString()
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}
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case 'date':{
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if(matcherArg.tokenizeAccurate){
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return `00:00:00`
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}
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if(chatID === -1){
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return "[Cannot get time]"
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}
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@@ -513,6 +527,9 @@ const matcher = (p1:string,matcherArg:matcherArg) => {
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return date.toLocaleDateString()
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}
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case 'idle_duration':{
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if(matcherArg.tokenizeAccurate){
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return `00:00:00`
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}
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if(chatID === -1){
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return "[Cannot get time]"
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}
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@@ -622,11 +639,17 @@ const matcher = (p1:string,matcherArg:matcherArg) => {
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if(p1.startsWith('random')){
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if(p1.startsWith('random::')){
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const randomIndex = Math.floor(Math.random() * (arra.length - 1)) + 1
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if(matcherArg.tokenizeAccurate){
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return arra[0]
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}
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return arra[randomIndex]
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}
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else{
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const arr = p1.split(/\:|\,/g)
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const randomIndex = Math.floor(Math.random() * (arr.length - 1)) + 1
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if(matcherArg.tokenizeAccurate){
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return arra[0]
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}
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return arr[randomIndex]
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}
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}
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@@ -656,7 +679,7 @@ const smMatcher = (p1:string,matcherArg:matcherArg) => {
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case 'bot':{
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let selectedChar = get(selectedCharID)
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let currentChar = db.characters[selectedChar]
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if(currentChar.type !== 'group'){
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if(currentChar && currentChar.type !== 'group'){
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return currentChar.name
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}
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if(chara){
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@@ -707,6 +730,7 @@ export function risuChatParser(da:string, arg:{
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chara?:string|character|groupChat
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rmVar?:boolean,
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var?:{[key:string]:string}
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tokenizeAccurate?:boolean
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} = {}):string{
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const chatID = arg.chatID ?? -1
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const db = arg.db ?? get(DataBase)
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@@ -724,6 +748,13 @@ export function risuChatParser(da:string, arg:{
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chara = aChara
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}
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}
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if(arg.tokenizeAccurate){
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const db = arg.db ?? get(DataBase)
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const selchar = chara ?? db.characters[get(selectedCharID)]
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if(!selchar){
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chara = 'bot'
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}
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}
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let pointer = 0;
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@@ -731,12 +762,16 @@ export function risuChatParser(da:string, arg:{
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let pf = performance.now()
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let v = new Uint8Array(512)
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let pureMode = false
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let commentMode = false
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let commentLatest:string[] = [""]
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let commentV = new Uint8Array(512)
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const matcherObj = {
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chatID: chatID,
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chara: chara,
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rmVar: arg.rmVar ?? false,
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db: db,
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var: arg.var ?? null
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var: arg.var ?? null,
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tokenizeAccurate: arg.tokenizeAccurate ?? false
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}
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while(pointer < da.length){
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switch(da[pointer]){
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@@ -791,6 +826,25 @@ export function risuChatParser(da:string, arg:{
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pureMode = false
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break
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}
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case 'Comment':{
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if(!commentMode){
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commentMode = true
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commentLatest = nested.map((f) => f)
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if(commentLatest[0].endsWith('\n')){
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commentLatest[0] = commentLatest[0].substring(0, commentLatest[0].length - 1)
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}
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commentV = new Uint8Array(v)
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}
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break
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}
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case '/Comment':{
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if(commentMode){
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nested = commentLatest
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v = commentV
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commentMode = false
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}
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break
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}
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default:{
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const mc = (pureMode) ? null : smMatcher(dat, matcherObj)
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nested[0] += mc ?? `<${dat}>`
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@@ -1,3 +1,5 @@
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import { tokenizeAccurate } from "../tokenizer";
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export type Proompt = ProomptPlain|ProomptTyped|ProomptChat|ProomptAuthorNote;
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export interface ProomptPlain {
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@@ -23,4 +25,29 @@ export interface ProomptChat {
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type: 'chat';
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rangeStart: number;
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rangeEnd: number|'end';
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}
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export async function tokenizePreset(proompts:Proompt[]){
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let total = 0
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for(const proompt of proompts){
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switch(proompt.type){
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case 'plain':
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case 'jailbreak':{
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total += await tokenizeAccurate(proompt.text)
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break
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}
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case 'persona':
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case 'description':
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case 'lorebook':
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case 'postEverything':
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case 'authornote':
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case 'memory':{
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if(proompt.innerFormat){
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total += await tokenizeAccurate(proompt.innerFormat)
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}
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break
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}
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}
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}
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return total
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}
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@@ -4,6 +4,8 @@ import { DataBase, type character } from "./storage/database";
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import { get } from "svelte/store";
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import type { OpenAIChat } from "./process";
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import { supportsInlayImage } from "./image";
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import { risuChatParser } from "./parser";
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import type { Proompt } from "./process/proompt";
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async function encode(data:string):Promise<(number[]|Uint32Array|Int32Array)>{
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let db = get(DataBase)
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@@ -85,6 +87,14 @@ export async function tokenize(data:string) {
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return encoded.length
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}
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export async function tokenizeAccurate(data:string) {
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data = risuChatParser(data.replace('{{slot}}',''), {
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tokenizeAccurate: true
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})
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const encoded = await encode(data)
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return encoded.length
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}
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export class ChatTokenizer {
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@@ -149,4 +159,4 @@ export class ChatTokenizer {
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export async function tokenizeNum(data:string) {
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const encoded = await encode(data)
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return encoded
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}
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}
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