Posts tagged with #tokenization

A recent analysis reveals that interacting with large language models in languages other than English significantly inflates token consumption and costs. Developers and users are urged to optimize their prompts to mitigate this hidden linguistic tariff.

A new object notation, TOON, is gaining attention for significantly reducing token costs in large language model (LLM) inputs, addressing inefficiencies observed with JSON and YAML. This development introduces a token-aware standard for structuring data passed to LLMs, promising improved performance and cost-effectiveness.