Vela: User Behavior as Supervision Sparks LLM Intelligence Paper • 2610.14709 • Published 9 days ago • 87
ROSS: Relearning from Self-Generated Rollouts through Selective Supervision Paper • 2609.35954 • Published 21 days ago • 54
Skill2Env: Capability-Oriented Environment Synthesis from Skills for General Agents Paper • 2609.33772 • Published 22 days ago • 36
CompoWorld: Compositional Environment Scaling for General Agents Paper • 2609.33665 • Published 22 days ago • 42
Learning to Learn from Context: Synthetic Training from Perturbed Public Documents Paper • 2609.33642 • Published 22 days ago • 35
Verify Before You Distill: Prompt-Level Teacher Gating for On-Policy Distillation Paper • 2609.02998 • Published Sep 2 • 19
D^3-MOPD: Adaptive Dynamic Domain ScheDuling for Efficient Multi-Teacher Distillation Paper • 2608.24987 • Published Aug 25 • 28
QP-OneModel: A Unified Generative LLM for Multi-Task Query Understanding in Xiaohongshu Search Paper • 2602.09901 • Published Feb 10 • 6
Decouple Searching from Training: Scaling Data Mixing via Model Merging for Large Language Model Pre-training Paper • 2602.00747 • Published Jan 31 • 9
Robust Tool Use via Fission-GRPO: Learning to Recover from Execution Errors Paper • 2601.15625 • Published Jan 22 • 9
RedOne 2.0: Rethinking Domain-specific LLM Post-Training in Social Networking Services Paper • 2511.07070 • Published Nov 10, 2025 • 20
RedOne: Revealing Domain-specific LLM Post-Training in Social Networking Services Paper • 2507.10605 • Published Jul 13, 2025 • 8
GenCLS++: Pushing the Boundaries of Generative Classification in LLMs Through Comprehensive SFT and RL Studies Across Diverse Datasets Paper • 2504.19898 • Published Apr 28, 2025 • 5
Qwen2.5 Collection Qwen2.5 language models, including pretrained and instruction-tuned models of 7 sizes, including 0.5B, 1.5B, 3B, 7B, 14B, 32B, and 72B. • 43 items • Updated Mar 2 • 738
Qwen2 Collection Qwen2 language models, including pretrained and instruction-tuned models of 5 sizes, including 0.5B, 1.5B, 7B, 57B-A14B, and 72B. • 37 items • Updated Mar 2 • 376