· ai
Two Efficient Technologies to Reduce AI Token Costs: TOON and Microsoft's LLMLingua-2
'TOON Data Serialization and Microsoft’s LLMLingua‑2 Prompt Compressor
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- · ai
I Built a TOON Playground: Save 40% on LLM Tokens
Stop Burning Money on AI Tokens If you build with LLMs ChatGPT, Claude, Gemini, you know the pain: tokens = money. Every extra bracket and quote in your JSON p...
- · ai
Meet TOON: A Token-First Data Format Built for AI
'🚀 Why JSON Is Expensive for AI — And How TOON Fixes It
- · software
Build a Bi‑Directional TOON Parser in C#: Convert TOON JSON with Ease
Introduction Toon Token‑Oriented Object Notation is a newly promoted format designed specifically for saving LLM tokens. It is compact, human‑readable, extreme...
- · ai
TOON vs JSON: A Reality Check — When It Saves Tokens and When It Doesn't
Introduction There’s been a wave of articles lately about TOON Token‑Oriented Object Notation, many proclaiming it saves “50 % tokens” or calling JSON “outdate...
- · software
Why TOON Might Be Your Next JSON Replacement (And How to Get Started)
Token‑Oriented Object Notation TOON offers 30‑60 % token reduction and up to 4.8× faster parsing compared to JSON. Here’s why that matters and how to get starte...