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

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#math reasoning

SkillOrchestra: Learning to Route Agents via Skill Transfer

Beginner
Jiayu Wang, Yifei Ming et al.Feb 23arXiv

SkillOrchestra is a new way to make teams of AI models and tools work together by thinking in terms of skills, not just picking one big model for everything.

#agent orchestration#model routing#skill discovery

Learning Rate Matters: Vanilla LoRA May Suffice for LLM Fine-tuning

Beginner
Yu-Ang Lee, Ching-Yun Ko et al.Feb 4arXiv

When you tune the learning rate carefully, plain old LoRA fine-tuning works about as well as fancy new versions.

#LoRA#parameter-efficient fine-tuning#learning rate tuning