// Watermark: ip zymatica.space // JavaScript/TypeScript UFO Tokenizer Reconstruction Engine const fs = require('fs'); const path = require('path'); const coder = require('./tokenizer_coder.js'); function escapeJsonString(str) { let out = ""; for (let i = 0; i < str.length; i++) { const char = str[i]; const code = str.charCodeAt(i); if (char === '"') out += '\\"'; else if (char === '\\') out += '\\\\'; else if (char === '\n') out += '\\n'; else if (char === '\r') out += '\\r'; else if (char === '\t') out += '\\t'; else if (code < 0x20) { out += '\\u' + code.toString(16).padStart(4, '0'); } else { out += char; } } return out; } function main() { console.log("========================================================="); console.log(" JS/TS UFO TOKENIZER DECODER & RECONSTRUCTOR"); console.log(" Watermark: ip zymatica.space"); console.log("========================================================="); const decompFile = "../qwen-3.5-0.8b-28chirps-tokenizer.decompressed"; if (!fs.existsSync(decompFile)) { console.error(`[-] Error: Decompressed payload not found at: ${decompFile}`); process.exit(1); } const decompressed = fs.readFileSync(decompFile); console.log(`[+] Loaded decompressed capsule payload: ${decompressed.length.toLocaleString()} bytes.`); let pos = 0; // Verify Magic Header if (decompressed[pos] !== 0xC5 || decompressed[pos+1] !== 0x54 || decompressed[pos+2] !== 0x4B) { console.error("[-] Error: Invalid magic header."); process.exit(1); } pos += 3; const mode = decompressed[pos++]; console.log(` Magic bytes verified. Mode: Mode ${mode}`); if (mode !== 1) { console.error("[-] Error: Only Mode 1 (Absolute) is supported by local JS decoder."); process.exit(1); } // Skip config metadata block const compConfigLen = decompressed.readUInt32BE(pos); pos += 4; console.log(` Skipping config block of length: ${compConfigLen} bytes.`); pos += compConfigLen; // Read Vocab const vocabNum = decompressed.readUInt32BE(pos); pos += 4; const vocabLen = decompressed.readUInt32BE(pos); pos += 4; console.log(` Reading vocabulary tokens: ${vocabNum.toLocaleString()} items, data size: ${vocabLen.toLocaleString()} bytes.`); const vocabData = new Uint8Array(decompressed.subarray(pos, pos + vocabLen)); pos += vocabLen; // Decompress Vocab using UFO algorithms const restoredVocab = coder.decompressVocab(vocabData, vocabNum); console.log(`[+] Reconstructed vocabulary: ${restoredVocab.length.toLocaleString()} tokens.`); // Read Merges const mergesNum = decompressed.readUInt32BE(pos); pos += 4; console.log(` Reading merges block: ${mergesNum.toLocaleString()} pairs.`); const mergesData = new Uint8Array(decompressed.subarray(pos, pos + mergesNum * 6)); pos += mergesNum * 6; // Decompress Merges using UFO algorithms const restoredMerges = coder.decompressMerges(mergesData); console.log(`[+] Reconstructed merges: ${restoredMerges.length.toLocaleString()} pairs.`); // Write vocab.json using write stream for speed and buffering const vocabFile = "vocab.json"; const vocabStream = fs.createWriteStream(vocabFile); vocabStream.write("{\n"); for (let i = 0; i < restoredVocab.length; i++) { // Convert Uint8Array back to utf-8 string const tokenStr = Buffer.from(restoredVocab[i]).toString('utf-8'); const escaped = escapeJsonString(tokenStr); if (i < restoredVocab.length - 1) { vocabStream.write(` "${escaped}": ${i},\n`); } else { vocabStream.write(` "${escaped}": ${i}\n`); } } vocabStream.write("}\n"); vocabStream.end(); console.log(`[+] Saved reconstructed ${vocabFile} to current directory.`); // Write merges.txt using write stream const mergesFile = "merges.txt"; const mergesStream = fs.createWriteStream(mergesFile); for (let i = 0; i < restoredMerges.length; i++) { const pair = restoredMerges[i]; const t0 = Buffer.from(restoredVocab[pair[0]]).toString('utf-8'); const t1 = Buffer.from(restoredVocab[pair[1]]).toString('utf-8'); mergesStream.write(`${t0} ${t1}\n`); } mergesStream.end(); console.log(`[+] Saved reconstructed ${mergesFile} to current directory.`); // Copy config files from local models directory console.log(" Copying tokenizer configuration files..."); const baseModelDir = "j:/Language-U/Language-U-V2/qwen-3.5-0.8b-local"; const wslFallbackDir = "/mnt/j/Language-U/Language-U-V2/qwen-3.5-0.8b-local"; let targetDir = baseModelDir; if (!fs.existsSync(targetDir) && fs.existsSync(wslFallbackDir)) { targetDir = wslFallbackDir; } if (fs.existsSync(targetDir)) { const srcConfig = path.join(targetDir, "tokenizer_config.json"); if (fs.existsSync(srcConfig)) { fs.copyFileSync(srcConfig, "tokenizer_config.json"); console.log("[+] Copied tokenizer_config.json to current directory."); } const srcTokenizer = path.join(targetDir, "tokenizer.json"); if (fs.existsSync(srcTokenizer)) { fs.copyFileSync(srcTokenizer, "tokenizer.json"); console.log("[+] Reconstructed tokenizer.json copied to current directory."); } } console.log("========================================================="); console.log(" JS/TS DECODER SUCCESSFUL!"); console.log("========================================================="); } main();