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upvoted a paper about 3 hours ago

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

Paper • 2607.28568 • Published 1 day ago • 109

upvoted a paper 17 days ago

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

Paper • 2607.05394 • Published 23 days ago • 139

upvoted a paper 24 days ago

Qwen-AgentWorld: Language World Models for General Agents

Paper • 2606.24597 • Published Jun 23 • 153

upvoted 2 papers about 1 month ago

EnterpriseClawBench: Benchmarking Agents from Real Workplace Sessions

Paper • 2606.23654 • Published Jun 22 • 80

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

Paper • 2606.18216 • Published Jun 16 • 64

upvoted 3 papers about 2 months ago

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

Paper • 2606.14777 • Published Jun 10 • 216

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 • 63

upvoted 3 papers 2 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 • 30

Self-Distilled Agentic Reinforcement Learning

Paper • 2605.15155 • Published May 14 • 118

upvoted 2 papers 3 months ago

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

Paper • 2605.13301 • Published May 13 • 166

MinT: Managed Infrastructure for Training and Serving Millions of LLMs

Paper • 2605.13779 • Published May 13 • 225

upvoted a collection 3 months ago

Rethinking OPD

Collection

This collection includes the models used in the paper "Rethinking On-Policy Distillation of Large Language Models: Phenomenology, Mechanism, and Recip • 5 items • Updated Jun 3 • 4

upvoted 6 papers 3 months ago

LLMs Improving LLMs: Agentic Discovery for Test-Time Scaling

Paper • 2605.08083 • Published May 8 • 70

Beyond SFT-to-RL: Pre-alignment via Black-Box On-Policy Distillation for Multimodal RL

Paper • 2604.28123 • Published May 1 • 49

MiniCPM-o 4.5: Towards Real-Time Full-Duplex Omni-Modal Interaction

Paper • 2604.27393 • Published Apr 30 • 82

Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning

Paper • 2605.06130 • Published May 7 • 116

MiA-Signature: Approximating Global Activation for Long-Context Understanding

Paper • 2605.06416 • Published May 7 • 57

MAIC-UI: Making Interactive Courseware with Generative UI

Paper • 2604.25806 • Published Apr 28 • 8