Safety model · Established · Intermediate
Safety classifier models
Small specialised models that classify prompts and responses for policy violations before content reaches a user or a tool.
What Safety classifier models is
Safety classifiers sit beside the main model, checking inputs and outputs against categories such as violence, self-harm, PII exposure or jailbreak attempts.
How it works
They are trained on labelled policy data and deployed as fast filters. Because they are cheap, they can run on every request in both directions.
Why it matters
Enforcement outside the generating model is the only reliable way to apply a policy that must not be talked around.
Common uses
- →Input and output filtering
- →Jailbreak detection
- →PII detection
- →Moderation pipelines
Strengths
- ✓Cheap and fast
- ✓Independent of the main model
Watch for
- ✓False positives block legitimate use
- ✓Needs policy-specific tuning
Continue exploring
More in this collection
Browse all AI Models