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upvoted a paper 1 day ago

Does On-Policy Distillation Really Distill? From Noisy Teacher to Self-Improvement

Paper • 2608.31046 • Published 16 days ago • 155

upvoted 2 collections 12 days ago

Rethinking OPD

Collection

This collection includes the models used in paper "Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recipe" • 5 items • Updated 12 days ago • 2

One Shot OPD

Collection

2 items • Updated 12 days ago • 3

upvoted a paper 12 days ago

Rethinking On-Policy Distillation of Large Language Models II: One Training Example

Paper • 2609.04172 • Published 13 days ago • 97

upvoted a collection 24 days ago

JustRL

Collection

3 items • Updated May 2 • 6

upvoted a paper 28 days ago

PACE-Bench: Benchmarking Physics Adaptation via Code Evolution in Dynamic Environments

Paper • 2608.14441 • Published Aug 14 • 29

upvoted a paper about 1 month ago

JustRL: Scaling a 1.5B LLM with a Simple RL Recipe

Paper • 2512.16649 • Published Dec 18, 2025 • 34

upvoted a paper about 2 months ago

Frontis-MA1: Training an AI4AI Model towards Recursive Self-Improvement in Machine Learning Engineering

Paper • 2607.28568 • Published Jul 30 • 188

upvoted 2 papers 2 months ago

Weak-to-Strong Generalization via Direct On-Policy Distillation

Paper • 2607.05394 • Published Jul 8 • 150

Qwen-AgentWorld: Language World Models for General Agents

Paper • 2606.24597 • Published Jun 23 • 162

upvoted 5 papers 3 months ago

EnterpriseClawBench: Benchmarking Agents from Real Workplace Sessions

Paper • 2606.23654 • Published Jun 22 • 81

Zone of Proximal Policy Optimization: Teacher in Prompts, Not Gradients

Paper • 2606.18216 • Published Jun 16 • 65

JoyAI-VL-Interaction: Real-Time Vision-Language Interaction Intelligence

Paper • 2606.14777 • Published Jun 10 • 217

Draft-OPD: On-Policy Distillation for Speculative Draft Models

Paper • 2605.29343 • Published May 28 • 37

MiniCPM-V 4.5: Cooking Efficient MLLMs via Architecture, Data, and Training Recipe

Paper • 2509.18154 • Published Sep 16, 2025 • 64

upvoted 5 papers 4 months ago

Rubric-based On-policy Distillation

Paper • 2605.07396 • Published May 8 • 41

Post-Trained MoE Can Skip Half Experts via Self-Distillation

Paper • 2605.18643 • Published May 18 • 32

Self-Distilled Agentic Reinforcement Learning

Paper • 2605.15155 • Published May 14 • 118

Achieving Gold-Medal-Level Olympiad Reasoning via Simple and Unified Scaling

Paper • 2605.13301 • Published May 13 • 167

MinT: Managed Infrastructure for Training and Serving Millions of LLMs

Paper • 2605.13779 • Published May 13 • 226