Model Adaptation · Software component

Preference Label Aggregator

Software componentModel AdaptationModelsarc:PreferenceLabelAggregator

A data component that combines redundant annotators' judgments on the same comparison into a preference label annotated with the observed agreement distribution.

Responsibility. Produces preference labels that preserve disagreement metadata rather than forcing consensus.

Also known as: Disagreement-aware label aggregator

Direct neighbourhood (hover for relationship types)

Relationships

receives data from dynamic

Preference Annotation Console Ch10.3

sends data to dynamic

Preference Agreement Filter Ch10.3

Design guidance

SHOULD record the vote split (e.g., 60% A / 40% B) so reward models can represent multimodal preferences.

Sources

Ch10.3: T. Nguyen, "RLHF Methodology," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 10.3. ISBN: 9798244538229.