Is TOON a Good Format for Passing Table Data to LLMs?
Results from testing how well an LLM understands tabular data in Token-Oriented Object Notation (TOON) compared to other formats.
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research ai-evaluation llms
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TOON Benchmarks
Results from tests looking at how well LLMs understand Token-Oriented Object Notation (TOON) compared to better-known formats such as JSON and XML.
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research ai-evaluation llms
Which Nested Data Format Do LLMs Understand Best? JSON vs. YAML vs. XML vs. Markdown
We tested LLMs from three different providers on nested data in JSON, YAML, XML, and Markdown formats. Two models performed best with YAML, while Markdown was the most token-efficient format.
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research ai-evaluation llms
Which Table Format Do LLMs Understand Best? (Results for 11 Formats)
We benchmarked 11 data formats, including markdown tables, JSON, CSV, YAML, XML, and more, to see which LLMs understand best. We found surprising accuracy and token cost trade-offs.
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research ai-evaluation llms