09:00
2026-10-15
pub.towardsai.net
large-language-models
Can a Local Auditor Ensemble Match a Hosted Decision Model?
A local ensemble of three QLoRA fine-tuned LLM auditors (Qwen2.5, SmolLM3, and phi4) was benchmarked against Jev, TypeSafe's hosted typed decision model, on 20,000 industrial record-linkage pairs at a…