Source Code: https://github.com/taseenw/CS-Lightwork/tree/main/Video-Code/toon-demo
Original Toon Implementation: https://github.com/toon-format/toon
TOON is a token-efficient data format for LLMs that cuts token usage by upwards of 40% compared to JSON while improving accuracy. This video explains what tokens are, how LLM tokenization works, why TOON matters for AI development, and includes a live JSON vs TOON comparison with a tokenizer demo.
If you're working with ChatGPT, Claude, Gemini, or any LLM API, this will help you optimize context windows and reduce cost while sending more structured data.
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CS LightWork Repository: https://github.com/taseenw/CS-Lightwork
Contact: [email protected]
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TOON Format Explained | Token-Efficient Data for LLM Context | JSON Alternative for AI Development | NatokHD