Alibaba Cloud Big Data AI Platform

Nov 8, 2024 · Artificial Intelligence

How TAPIR Boosts Small LLMs with Task‑Aware Curriculum Planning

The paper introduces TAPIR, a task‑aware curriculum planning framework that distills instruction‑following abilities from black‑box LLM teachers into smaller student models by filtering difficult prompts, resampling tasks, enhancing response styles, and iteratively optimizing across multiple training rounds, achieving superior performance on benchmark evaluations.