| 'use strict'; |
|
|
| var base64 = require('base64-js'); |
|
|
| function _interopDefault (e) { return e && e.__esModule ? e : { default: e }; } |
|
|
| var base64__default = _interopDefault(base64); |
|
|
| var __defProp = Object.defineProperty; |
| var __defNormalProp = (obj, key, value) => key in obj ? __defProp(obj, key, { enumerable: true, configurable: true, writable: true, value }) : obj[key] = value; |
| var __publicField = (obj, key, value) => { |
| __defNormalProp(obj, typeof key !== "symbol" ? key + "" : key, value); |
| return value; |
| }; |
|
|
| |
| function bytePairMerge(piece, ranks) { |
| let parts = Array.from( |
| { length: piece.length }, |
| (_, i) => ({ start: i, end: i + 1 }) |
| ); |
| while (parts.length > 1) { |
| let minRank = null; |
| for (let i = 0; i < parts.length - 1; i++) { |
| const slice = piece.slice(parts[i].start, parts[i + 1].end); |
| const rank = ranks.get(slice.join(",")); |
| if (rank == null) |
| continue; |
| if (minRank == null || rank < minRank[0]) { |
| minRank = [rank, i]; |
| } |
| } |
| if (minRank != null) { |
| const i = minRank[1]; |
| parts[i] = { start: parts[i].start, end: parts[i + 1].end }; |
| parts.splice(i + 1, 1); |
| } else { |
| break; |
| } |
| } |
| return parts; |
| } |
| function bytePairEncode(piece, ranks) { |
| if (piece.length === 1) |
| return [ranks.get(piece.join(","))]; |
| return bytePairMerge(piece, ranks).map((p) => ranks.get(piece.slice(p.start, p.end).join(","))).filter((x) => x != null); |
| } |
| function escapeRegex(str) { |
| return str.replace(/[\\^$*+?.()|[\]{}]/g, "\\$&"); |
| } |
| var _Tiktoken = class { |
| |
| specialTokens; |
| |
| inverseSpecialTokens; |
| |
| patStr; |
| |
| textEncoder = new TextEncoder(); |
| |
| textDecoder = new TextDecoder("utf-8"); |
| |
| rankMap = new Map(); |
| |
| textMap = new Map(); |
| constructor(ranks, extendedSpecialTokens) { |
| this.patStr = ranks.pat_str; |
| const uncompressed = ranks.bpe_ranks.split("\n").filter(Boolean).reduce((memo, x) => { |
| const [_, offsetStr, ...tokens] = x.split(" "); |
| const offset = Number.parseInt(offsetStr, 10); |
| tokens.forEach((token, i) => memo[token] = offset + i); |
| return memo; |
| }, {}); |
| for (const [token, rank] of Object.entries(uncompressed)) { |
| const bytes = base64__default.default.toByteArray(token); |
| this.rankMap.set(bytes.join(","), rank); |
| this.textMap.set(rank, bytes); |
| } |
| this.specialTokens = { ...ranks.special_tokens, ...extendedSpecialTokens }; |
| this.inverseSpecialTokens = Object.entries(this.specialTokens).reduce((memo, [text, rank]) => { |
| memo[rank] = this.textEncoder.encode(text); |
| return memo; |
| }, {}); |
| } |
| encode(text, allowedSpecial = [], disallowedSpecial = "all") { |
| const regexes = new RegExp(this.patStr, "ug"); |
| const specialRegex = _Tiktoken.specialTokenRegex( |
| Object.keys(this.specialTokens) |
| ); |
| const ret = []; |
| const allowedSpecialSet = new Set( |
| allowedSpecial === "all" ? Object.keys(this.specialTokens) : allowedSpecial |
| ); |
| const disallowedSpecialSet = new Set( |
| disallowedSpecial === "all" ? Object.keys(this.specialTokens).filter( |
| (x) => !allowedSpecialSet.has(x) |
| ) : disallowedSpecial |
| ); |
| if (disallowedSpecialSet.size > 0) { |
| const disallowedSpecialRegex = _Tiktoken.specialTokenRegex([ |
| ...disallowedSpecialSet |
| ]); |
| const specialMatch = text.match(disallowedSpecialRegex); |
| if (specialMatch != null) { |
| throw new Error( |
| `The text contains a special token that is not allowed: ${specialMatch[0]}` |
| ); |
| } |
| } |
| let start = 0; |
| while (true) { |
| let nextSpecial = null; |
| let startFind = start; |
| while (true) { |
| specialRegex.lastIndex = startFind; |
| nextSpecial = specialRegex.exec(text); |
| if (nextSpecial == null || allowedSpecialSet.has(nextSpecial[0])) |
| break; |
| startFind = nextSpecial.index + 1; |
| } |
| const end = nextSpecial?.index ?? text.length; |
| for (const match of text.substring(start, end).matchAll(regexes)) { |
| const piece = this.textEncoder.encode(match[0]); |
| const token2 = this.rankMap.get(piece.join(",")); |
| if (token2 != null) { |
| ret.push(token2); |
| continue; |
| } |
| ret.push(...bytePairEncode(piece, this.rankMap)); |
| } |
| if (nextSpecial == null) |
| break; |
| let token = this.specialTokens[nextSpecial[0]]; |
| ret.push(token); |
| start = nextSpecial.index + nextSpecial[0].length; |
| } |
| return ret; |
| } |
| decode(tokens) { |
| const res = []; |
| let length = 0; |
| for (let i2 = 0; i2 < tokens.length; ++i2) { |
| const token = tokens[i2]; |
| const bytes = this.textMap.get(token) ?? this.inverseSpecialTokens[token]; |
| if (bytes != null) { |
| res.push(bytes); |
| length += bytes.length; |
| } |
| } |
| const mergedArray = new Uint8Array(length); |
| let i = 0; |
| for (const bytes of res) { |
| mergedArray.set(bytes, i); |
| i += bytes.length; |
| } |
| return this.textDecoder.decode(mergedArray); |
| } |
| }; |
| var Tiktoken = _Tiktoken; |
| __publicField(Tiktoken, "specialTokenRegex", (tokens) => { |
| return new RegExp(tokens.map((i) => escapeRegex(i)).join("|"), "g"); |
| }); |
| function getEncodingNameForModel(model) { |
| switch (model) { |
| case "gpt2": { |
| return "gpt2"; |
| } |
| case "code-cushman-001": |
| case "code-cushman-002": |
| case "code-davinci-001": |
| case "code-davinci-002": |
| case "cushman-codex": |
| case "davinci-codex": |
| case "davinci-002": |
| case "text-davinci-002": |
| case "text-davinci-003": { |
| return "p50k_base"; |
| } |
| case "code-davinci-edit-001": |
| case "text-davinci-edit-001": { |
| return "p50k_edit"; |
| } |
| case "ada": |
| case "babbage": |
| case "babbage-002": |
| case "code-search-ada-code-001": |
| case "code-search-babbage-code-001": |
| case "curie": |
| case "davinci": |
| case "text-ada-001": |
| case "text-babbage-001": |
| case "text-curie-001": |
| case "text-davinci-001": |
| case "text-search-ada-doc-001": |
| case "text-search-babbage-doc-001": |
| case "text-search-curie-doc-001": |
| case "text-search-davinci-doc-001": |
| case "text-similarity-ada-001": |
| case "text-similarity-babbage-001": |
| case "text-similarity-curie-001": |
| case "text-similarity-davinci-001": { |
| return "r50k_base"; |
| } |
| case "gpt-3.5-turbo-instruct-0914": |
| case "gpt-3.5-turbo-instruct": |
| case "gpt-3.5-turbo-16k-0613": |
| case "gpt-3.5-turbo-16k": |
| case "gpt-3.5-turbo-0613": |
| case "gpt-3.5-turbo-0301": |
| case "gpt-3.5-turbo": |
| case "gpt-4-32k-0613": |
| case "gpt-4-32k-0314": |
| case "gpt-4-32k": |
| case "gpt-4-0613": |
| case "gpt-4-0314": |
| case "gpt-4": |
| case "gpt-3.5-turbo-1106": |
| case "gpt-35-turbo": |
| case "gpt-4-1106-preview": |
| case "gpt-4-vision-preview": |
| case "gpt-3.5-turbo-0125": |
| case "gpt-4-turbo": |
| case "gpt-4-turbo-2024-04-09": |
| case "gpt-4-turbo-preview": |
| case "gpt-4-0125-preview": |
| case "text-embedding-ada-002": |
| case "text-embedding-3-small": |
| case "text-embedding-3-large": { |
| return "cl100k_base"; |
| } |
| case "gpt-4o": |
| case "gpt-4o-2024-05-13": |
| case "gpt-4o-2024-08-06": |
| case "gpt-4o-2024-11-20": |
| case "gpt-4o-mini-2024-07-18": |
| case "gpt-4o-mini": |
| case "gpt-4o-search-preview": |
| case "gpt-4o-search-preview-2025-03-11": |
| case "gpt-4o-mini-search-preview": |
| case "gpt-4o-mini-search-preview-2025-03-11": |
| case "gpt-4o-audio-preview": |
| case "gpt-4o-audio-preview-2024-12-17": |
| case "gpt-4o-audio-preview-2024-10-01": |
| case "gpt-4o-mini-audio-preview": |
| case "gpt-4o-mini-audio-preview-2024-12-17": |
| case "o1": |
| case "o1-2024-12-17": |
| case "o1-mini": |
| case "o1-mini-2024-09-12": |
| case "o1-preview": |
| case "o1-preview-2024-09-12": |
| case "o1-pro": |
| case "o1-pro-2025-03-19": |
| case "o3": |
| case "o3-2025-04-16": |
| case "o3-mini": |
| case "o3-mini-2025-01-31": |
| case "o4-mini": |
| case "o4-mini-2025-04-16": |
| case "chatgpt-4o-latest": |
| case "gpt-4o-realtime": |
| case "gpt-4o-realtime-preview-2024-10-01": |
| case "gpt-4o-realtime-preview-2024-12-17": |
| case "gpt-4o-mini-realtime-preview": |
| case "gpt-4o-mini-realtime-preview-2024-12-17": |
| case "gpt-4.1": |
| case "gpt-4.1-2025-04-14": |
| case "gpt-4.1-mini": |
| case "gpt-4.1-mini-2025-04-14": |
| case "gpt-4.1-nano": |
| case "gpt-4.1-nano-2025-04-14": |
| case "gpt-4.5-preview": |
| case "gpt-4.5-preview-2025-02-27": |
| case "gpt-5": |
| case "gpt-5-2025-08-07": |
| case "gpt-5-nano": |
| case "gpt-5-nano-2025-08-07": |
| case "gpt-5-mini": |
| case "gpt-5-mini-2025-08-07": |
| case "gpt-5-chat-latest": { |
| return "o200k_base"; |
| } |
| default: |
| throw new Error("Unknown model"); |
| } |
| } |
|
|
| exports.Tiktoken = Tiktoken; |
| exports.getEncodingNameForModel = getEncodingNameForModel; |
|
|