The Tool Decathlon: Benchmarking Language Agents for Diverse, Realistic, and Long-Horizon Task Execution Paper • 2510.25726 • Published 12 days ago • 44
WebExplorer: Explore and Evolve for Training Long-Horizon Web Agents Paper • 2509.06501 • Published Sep 8 • 78
MiniMax-M1 Collection MiniMax-M1, the world's first open-weight, large-scale hybrid-attention reasoning model. • 6 items • Updated 20 days ago • 114
Pitfalls of Rule- and Model-based Verifiers -- A Case Study on Mathematical Reasoning Paper • 2505.22203 • Published May 28 • 6
Learn to Reason Efficiently with Adaptive Length-based Reward Shaping Paper • 2505.15612 • Published May 21 • 34
SimpleRL-Zoo Collection The collection for the Paper "SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the Wild" • 13 items • Updated May 5 • 8
SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the Wild Paper • 2503.18892 • Published Mar 24 • 31
Predictive Data Selection: The Data That Predicts Is the Data That Teaches Paper • 2503.00808 • Published Mar 2 • 56
SimpleRL Collection The collection for the Project "Simple Reinforcement Learning for Reasoning" • 2 items • Updated Feb 19 • 7
CodeI/O: Condensing Reasoning Patterns via Code Input-Output Prediction Paper • 2502.07316 • Published Feb 11 • 50
Diving into Self-Evolving Training for Multimodal Reasoning Paper • 2412.17451 • Published Dec 23, 2024 • 43
B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners Paper • 2412.17256 • Published Dec 23, 2024 • 47
Zephyr 7B Gemma Collection Models, dataset, and Demo for Zephyr 7B Gemma. For code to train the models, see: https://github.com/huggingface/alignment-handbook • 5 items • Updated Apr 12, 2024 • 15
AppAgent: Multimodal Agents as Smartphone Users Paper • 2312.13771 • Published Dec 21, 2023 • 54
What Makes Good Data for Alignment? A Comprehensive Study of Automatic Data Selection in Instruction Tuning Paper • 2312.15685 • Published Dec 25, 2023 • 16
LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition Paper • 2307.13269 • Published Jul 25, 2023 • 32
ARB: Advanced Reasoning Benchmark for Large Language Models Paper • 2307.13692 • Published Jul 25, 2023 • 17
Towards a Unified View of Parameter-Efficient Transfer Learning Paper • 2110.04366 • Published Oct 8, 2021 • 3