Why Training Loss Sawtooths Across Epochs

Why does training loss creep up within each epoch and drop at the next? Not the optimizer, but what the loss measures: the expected gap since a sample was last trained on follows a sawtooth, and it explains every sampling ablation.

October 15, 2026 · 14 min · liqq