Benign Overparameterization: Deconstructing Why 100B Parameter Transformers Defy the Bias Variance…
中文摘要
探讨千亿参数Transformer如何通过良性过度参数化打破偏差-方差权衡并避免过拟合。
English Summary
Explores how 100B parameter Transformers defy the bias-variance tradeoff through benign overparameterization, preventing expected overfitting.
Original Excerpt
The rule said bigger models must overfit. Then we built GPT and it forgot to read the rule. Continue reading on Medium »