Molt: A Scalable PyTorch-Native Training Framework for Agentic Reinforcement Learning Paper • 2607.21653 • Published 7 days ago • 29
Harness Handbook: Making Evolving Agent Harnesses Readable,Navigable, and Editable Paper • 2607.13285 • Published 15 days ago • 227
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Paper • 2607.05147 • Published 23 days ago • 38
PlanBench-XL: Evaluating Long-Horizon Planning of LLM Tool-Use Agents in Large-Scale Tool Ecosystems Paper • 2606.22388 • Published Jun 21 • 95
Qwen-AgentWorld: Language World Models for General Agents Paper • 2606.24597 • Published Jun 23 • 153
FastContext: Training Efficient Repository Explorer for Coding Agents Paper • 2606.14066 • Published Jun 12 • 94
JoyAI-VL-Interaction: Real-Time Vision-Language Interaction Intelligence Paper • 2606.14777 • Published Jun 10 • 216
LightThinker++: From Reasoning Compression to Memory Management Paper • 2604.03679 • Published Apr 4 • 38
Query-focused and Memory-aware Reranker for Long Context Processing Paper • 2602.12192 • Published Feb 12 • 58
Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space Paper • 2512.24617 • Published Dec 31, 2025 • 67
NVIDIA Nemotron v3 Collection Open, Production-ready Enterprise Models • 23 items • Updated 12 days ago • 341
Confidence Is All You Need: Few-Shot RL Fine-Tuning of Language Models Paper • 2506.06395 • Published Jun 5, 2025 • 135
BitVLA: 1-bit Vision-Language-Action Models for Robotics Manipulation Paper • 2506.07530 • Published Jun 9, 2025 • 20
New Trends for Modern Machine Translation with Large Reasoning Models Paper • 2503.10351 • Published Mar 13, 2025 • 25