Tagged articles

privilege illusion

2 articles · Page 1 of 1

Jul 8, 2026 · Artificial Intelligence

How DOPD Overcomes the Privilege Illusion to Boost Online Policy Distillation

The DOPD paper introduces an advantage‑aware dual distillation framework that eliminates the privilege illusion, dynamically selects token‑wise strategies, and delivers up to 7.5‑point gains on LLM benchmarks while closing 89.8% of the teacher‑student gap and showing strong robustness across model sizes.

LLMVLMdual on-policy distillation

0 likes · 9 min read

How DOPD Overcomes the Privilege Illusion to Boost Online Policy Distillation

PaperAgent

Jul 5, 2026 · Artificial Intelligence

Uncovering the Privilege Illusion in OPD Distillation and How DOPD Solves It

The article identifies the hidden “privilege illusion” that degrades on‑policy distillation when privileged information is injected, and introduces Dual On‑policy Distillation (DOPD), a dynamic two‑stream approach that separates true ability gaps from information gaps, achieving superior performance and stability across LLM and VLM benchmarks.

DOPDLarge Language ModelsOPD

0 likes · 13 min read

Uncovering the Privilege Illusion in OPD Distillation and How DOPD Solves It