Study: On-Policy Distillation Transfers Reasoning Behavior, Lineage Matters More Than Teacher Scores
New research on On-Policy Distillation finds that student LLMs copy the teacher's reasoning behavior rather than answers or knowledge. A weak teacher from the same model lineage can outperform a stronger teacher from a different lineage, suggesting lineage matters more than benchmark scores.
2026-08-30 ~ 2026-08-30 · 3 related posts
- Distillation study finds teacher lineage matters more than benchmark scores — rohanpaul_ai · 2026-08-30
- Study Finds Weak Same-Origin Teachers Outperform Strong Cross-Origin Ones in LLM Distillation — rohanpaul_ai · 2026-08-30
- Study Finds On-Policy Distillation Transfers Reasoning, Not Answers — teortaxesTex · 2026-08-30