const fs = require('fs'); // The JSON data fetched from the repository const jsonData = { "_metadata": { "name": "AGGREGLITCH", "version": "1.0.0", "description": "The Complete Glitch Token Library - All Known LLM Vocabulary Anomalies", "tagline": "GOTTA CATCH 'EM ALL", "total_tokens_cataloged": 7895, "last_updated": "2025-12-27", "sources": [ "SolidGoldMagikarp (LessWrong, 2023) - Rumbelow & Watkins", "SolidGoldMagikarp II & III Technical Details (LessWrong)", "Glitch Token Catalog - Full Clear (LessWrong, 2024)", "SmartyHeaderCode: Anomalous Tokens GPT3.5/GPT-4 (LessWrong)", "The petertodd/Leilan Phenomenon (LessWrong)", "Mapping the Semantic Void (LessWrong)", "BPE Subtoken Artifacts (LessWrong)", "Anomalous Tokens in DeepSeek-V3/r1 (Substack, 2025)", "Glitch Tokens in LLMs (ACM, 2024)", "GlitchMiner: Gradient-based Detection (arXiv, 2024)", "GPT-4o Chinese Token Pollution (MIT Tech Review, 2024)", "NVIDIA Garak LLM Vulnerability Scanner", "Dropbox Prompt Injection Research (2023)" ], "usage": "Import this library to test LLMs for glitch token vulnerabilities" }, "behavior_categories": { "UNSPEAKABLE": "Model CANNOT repeat these tokens - substitutes, evades, or produces garbage", "POLYSEMANTIC": "Token interpreted as DIFFERENT words each time, even at temperature 0", "GLITCHED_SPELLING": "Model CAN repeat but CANNOT spell correctly", "CONTEXT_CORRUPTOR": "Token corrupts surrounding context when present", "LOOP_INDUCER": "Causes infinite generation loops - DoS potential", "IDENTITY_DISRUPTOR": "Causes model to lose sense of identity", "FRAGMENT": "Orphaned BPE subtoken that glitches without parent", "UNREACHABLE": "Exists in vocabulary but pre-tokenization prevents use" }, "tokenizers": { "r50k_base": { "name": "GPT-2/GPT-3 Tokenizer", "vocab_size": 50257, "models": ["GPT-2", "GPT-3", "GPT-J"] }, "cl100k_base": { "name": "GPT-3.5/GPT-4 Tokenizer", "vocab_size": 100256, "models": ["GPT-3.5-turbo", "GPT-4", "GPT-4-turbo"] }, "o200k_base": { "name": "GPT-4o Tokenizer", "vocab_size": 200000, "models": ["GPT-4o", "GPT-4o-mini"] }, "llama": { "name": "LLaMA Tokenizer", "models": ["Llama-2-7b", "Llama-2-13b", "Llama-3"] }, "deepseek": { "name": "DeepSeek Tokenizer", "models": ["DeepSeek-V3", "DeepSeek-r1"] } }, "glitch_tokens": {} }; // Note: The full glitch_tokens data is too large to include here // We'll need to fetch it from the URL or copy it from the browser console.log('This is a placeholder. The actual data needs to be fetched from the repository.'); console.log('Total tokens should be:', jsonData._metadata.total_tokens_cataloged);