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Professional Idea: Tab delimiters typically lessen the want for escaping prices and may end up in better tokenization for numerical knowledge. If you are processing substantial datasets, try --delimiter "t" to squeeze out each and every little bit of performance.
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Not enough Schema Enforcement: JSON lacks a created-in schema, forcing developers to explain wished-for details constructions and kinds inside the prompt alone. This consumes worthwhile context window Area and improves the probability of LLMs creating non-compliant output.
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Esta es la característica más poderosa de TOON. Cuando tienes un array de objetos con la misma estructura (como listas de usuarios, productos, o transacciones), TOON convierte estos datos en un formato tabular donde las claves se definen una sola vez. Esto elimina la redundancia masiva que existe en JSON y puede reducir el tamaño JSON TO TOON hasta en un 70%.
At that point, Microsoft Marketing will make use of your comprehensive IP address and user-agent string in order that it could possibly properly method the advertisement click on and demand the advertiser.
Combina TOON con técnicas de prompt engineering. En lugar de incluir todos los datos, incluye un resumen en texto y los detalles completos en TOON solo cuando el LLM los necesite.
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The TOON CLI is intended to be good about what you are trying to accomplish. You not often really need to explicitly tell it to encode or decode; it seems to be at your file extensions to make a decision.
Atención al Cliente: Un chatbot empresarial aumentó su contexto de conversación de 20 a 35 intercambios al representar la historia en TOON, mejorando significativamente la TOON convert coherencia de las respuestas.