Concepts#

Background on how the translation pipeline fits together, how segmentation behaves, and what FAITH measures. Use these pages when how-to steps refer to behavior you want to understand before changing defaults.

Concept-focused explanations for nemotron steps run translate/nemo_curator and the translate/nemo_curator Curator pipeline.

Pipeline Processing#

Pipeline overview

Reader to TranslationStage to writer, with an optional FAITH branch.

Pipeline Overview
Segmentation

Coarse versus fine segmentation_mode trade-offs.

Segmentation

Evaluation Inside Translation#

FAITH evaluation

What FAITH captures when faith_eval.enabled is true.

FAITH Evaluation Inside Translation