---
id: 20260314-T0-20
title: "PACED论文：前沿学生能力蒸馏方法"
title_en: "PACED Paper: Distillation at Student Competence Frontier"
url: https://ai.daily.yangsir.net/daily/20260314-T0-20
issue_date: 2026-03-14
publish_date: 2026-03-13T04:00:00.000Z
source_name: "arXiv cs.AI"
source_url: https://arxiv.org/abs/2603.11178
---

# PACED论文：前沿学生能力蒸馏方法

arXiv论文《PACED》提出了大型语言模型蒸馏新方法，避免在学生模型已掌握和超出能力范围的问题上浪费计算资源。该方法通过优化蒸馏策略，显著提升训练效率，保留现有能力。

## English Version

**PACED Paper: Distillation at Student Competence Frontier**

The arXiv paper 'PACED' introduces a new LLM distillation method that avoids wasting compute on problems the student has already mastered or cannot handle. It optimizes distillation strategies, improving efficiency while preserving existing capabilities.

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**来源**：[arXiv cs.AI](https://arxiv.org/abs/2603.11178)

**详情页**：https://ai.daily.yangsir.net/daily/20260314-T0-20

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