SMRTR AIDec 7, 2025Daily.dev

A Guide to Token-Efficient Data Prep for LLM Workloads

SMRTR summary

Poor data serialization wastes 40-70% of AI tokens through formatting overhead, inflating costs. Eliminating redundancy, optimizing precision, and flattening structures can reduce context size and costs by 60-70%.

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