epoch

Definition

One full pass through a dataset during training.

A unit of training schedule, often used as a boundary for consolidation operations like slow-update passes in SkillOpt or for triggering Auto-Dreamer-style memory consolidation.

Also called: epochs

Mentioned in 4 episodes

1. 078
   Training a Markdown File: When LLM Self-Improvement Borrows the Discipline of Neural Net Training
2. 059
   Firefly's Inversion: Building Verified Tool-Call Training Data by Working Backward
3. 054
   When Models Learn the Monitor Exists, the Reasoning Trace Stops Being a Window
4. 026
   What RL Actually Does to Language Models, at the Token Level