build1 publisher
Fine-tuning an 8B model on under 250 security examples cost it severity scoring and scope control
A case study reports an 8B model that got better at naming threat categories while losing ground on severity scoring, lifecycle counting and declining a weather question. Its author says every failure mode is already in the literature.
Publishers:dev.to
Reality
- Evidence25
- Adoption12
- Hype gap+8
- Incentives30
- Confidence55