Safety & Security · Model asset

Toxicity Classification Model

Model assetSafety & SecuritySafety, Security & Governancearc:ToxicityClassificationModel

Pre-trained classifier weights, trained on large-scale datasets of toxic and benign content, that output a toxicity confidence score for a text.

Responsibility. Provides toxicity confidence scores for text.

Also known as: Toxicity model

Direct neighbourhood (hover for relationship types)

Relationships

deployed on structural

Self-Hosted Moderation Service Ch9.1

is trained by lifecycle

Fine-Tuning Pipeline abstract Ch9.1

Design guidance

SHOULD be retrained on labeled examples from human moderation decisions so that it covers emerging edge cases.

Classification

Technologies: unitary/toxic-bert
Risks mitigated: Model staleness against evolving coded language

Sources

Ch9.1: T. Nguyen, "Output Filtering and Content Moderation," in Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam, 1st ed. 2026, ch. 9.1. ISBN: 9798244538229.