[2026-01-26] Self-Distilled Reasoner: On-Policy Self-Distillation for Large Language Models
OPSD 让同一个模型在两种上下文下分别充当学生和 teacher：学生只看问题并生成自己的轨迹，teacher 额外看到 verified solution，再给同一批 token 密集监督。本文同时核对论文与官…
# Reasoning
[2026-05-09] Training with Harnesses: On-Policy Harness Self-Distillation for Complex Reasoning
OPHSD 把临时 inference harness 变成训练期 teacher context：student 仍直接作答，teacher 则读取 Plan–Solve 或 Draft–Verify 的 ter…
[2026-08-03] Is More Privileged Information Better? From Solution Traces to Problem-Solving Structure in Self-Distilled Reasoning
PS-OPSD 不把完整 solution 交给 self-teacher，而是提取 initial state、goal、constraints 与 state-transition path。它说明结构化 pr…
