The Distillation Trend Taking Over GitHubHello everyone, I'm programmer Fish (Yu Pi).Recently, GitHub has witnessed a surge in "distillation" projects — but not the kind involving alcoholic beverages. We're talking about distilling people into AI skills.Colleague.skill, Ex-girlfriend.skill, Nuwa.skill, Boss.skill, Self.skill... Various peculiar distillation projects are emerging everywhere. People are encapsulating those around them into AI skill packages.Some have distilled departed colleagues, allowing AI to continue their work. Others hav...
Posts tagged knowledge distillation
Deep Learning Advanced Concepts: Understanding Inductive Bias and Knowledge Distillation for Vision Transformers
IntroductionAs deep learning models grow increasingly sophisticated, understanding the theoretical foundations that make them work becomes ever more critical. Two concepts stand out as particularly important for modern architecture design: inductive bias and knowledge distillation. These principles are not merely academic curiosities—they directly impact model performance, training efficiency, and practical deployment success.This article provides a comprehensive exploration of inductive bias and knowledge distillation, with special focus on...
I Distilled Myself Into a Skill! Open Source Digital Life Creation Guide
Hello everyone, I'm programmer Yupi.Recently, GitHub has witnessed a surge of "distillation" enthusiasm.Not distilling liquor, but distilling people.Colleague.skill, Ex-partner.skill, Nuwa.skill, Boss.skill, Self.skill... Various strange distillation projects are emerging one after another. Everyone is "encapsulating" people around them into AI skill packages.Someone distilled a resigned colleague to let AI continue their work; someone distilled their ex-partner to chat with the AI version and recall old times; some even created an "Anti-Dis...