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How I Study AI - Learn AI Papers & Lectures the Easy Way

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#teacher-student

On-Policy Self-Distillation for Reasoning Compression

Beginner
Hejian Sang, Yuanda Xu et al.Mar 5arXiv

Reasoning models often talk too much, and those extra words can actually make them more wrong.

#on-policy self-distillation#reasoning compression#conciseness instruction

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DARC: Decoupled Asymmetric Reasoning Curriculum for LLM Evolution

Intermediate
Shengda Fan, Xuyan Ye et al.Jan 20arXiv

DARC teaches big language models to get smarter by splitting training into two calm, well-organized steps instead of one chaotic loop.

#DARC#self-play#curriculum learning

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