How Much Training-Inference Mismatch Can On-Policy Distillation Tolerate? Paper • 2611.11450 • Published 5 days ago • 13
NeMo-DCR: Bit-Exact Delta-Compressed Refit for Scalable Agentic RL at Trillion-Parameter Scale Paper • 2610.08430 • Published Oct 6 • 21
On the Scaling of PEFT: Towards Million Personal Models of Trillion Parameters Paper • 2606.02437 • Published Jun 1 • 104
MinT: Managed Infrastructure for Training and Serving Millions of LLMs Paper • 2605.13779 • Published May 13 • 183
LongStraw: Long-Context RL Beyond 2M Tokens under a Fixed GPU Budget Paper • 2607.14952 • Published Jul 16 • 77
Macaron-V1: Towards Open Continual Learning with Self-Improvement and Mixture-of-LoRA Paper • 2608.09819 • Published Aug 10 • 113
OpenRLHF: An Easy-to-use, Scalable and High-performance RLHF Framework Paper • 2405.11143 • Published May 20, 2024 • 40
QUASAR: Quantum Assembly Code Generation Using Tool-Augmented LLMs via Agentic RL Paper • 2510.00967 • Published Oct 1, 2025 • 13
Fine-Tuning Large Language Models on Quantum Optimization Problems for Circuit Generation Paper • 2504.11109 • Published Apr 15, 2025 • 3