概要
Funsloth Dataset Validator is a specialized skill designed to streamline the preparation phase of LLM fine-tuning. It automatically detects common data formats such as Alpaca, ShareGPT, and ChatML, while performing rigorous schema validation to catch errors before training begins. The skill provides deep insights through token analysis—identifying sequences that are too short or too long—and calculates Chinchilla optimality fractions to help developers determine if their dataset size is appropriate for their target model and LoRA configuration.
