How does AdamW work?

The decoupling addresses a subtle bug in how Adam interacts with L2 regularization, where the adaptive learning rate scaling causes weight decay to be applied unevenly across parameters. AdamW applies weight decay as a separate explicit term, making it scale-invariant. The platform strengthens enterprise r