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TOON Format Explained | Token-Efficient Data for LLM Context | JSON Alternative for AI Development

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Dec 10, 2025
11:17

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. Hope you enjoyed this video and it helped you out, feel free to subscribe for more AI, computer science, algorithms, and software tutorials and related content, thanks for watching! 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