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Discover the best community collections!

Collections including paper arxiv:2501.12599

Kimi k1.5: Scaling Reinforcement Learning with LLMs

Paper • 2501.12599 • Published 23 days ago • 92
Teaching Language Models to Critique via Reinforcement Learning

Paper • 2502.03492 • Published 9 days ago • 21
NatureLM: Deciphering the Language of Nature for Scientific Discovery

Paper • 2502.07527 • Published 3 days ago • 14
MetaChain: A Fully-Automated and Zero-Code Framework for LLM Agents

Paper • 2502.05957 • Published 5 days ago • 13

2025 January Papers 🧐

MiniMax-01: Scaling Foundation Models with Lightning Attention

Paper • 2501.08313 • Published about 1 month ago • 273
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Paper • 2501.12948 • Published 23 days ago • 318
2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining

Paper • 2501.00958 • Published Jan 1 • 99
The Lessons of Developing Process Reward Models in Mathematical Reasoning

Paper • 2501.07301 • Published Jan 13 • 90

deepseek-ai/DeepSeek-R1

Text Generation • Updated 5 days ago • 3.71M • • 8.81k
Kimi k1.5: Scaling Reinforcement Learning with LLMs

Paper • 2501.12599 • Published 23 days ago • 92

MCTS-free RL reasoning

Kimi k1.5: Scaling Reinforcement Learning with LLMs

Paper • 2501.12599 • Published 23 days ago • 92

DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Paper • 2501.12948 • Published 23 days ago • 318
Kimi k1.5: Scaling Reinforcement Learning with LLMs

Paper • 2501.12599 • Published 23 days ago • 92

Cosmos World Foundation Model Platform for Physical AI

Paper • 2501.03575 • Published Jan 7 • 68
Phi-4 Technical Report

Paper • 2412.08905 • Published Dec 12, 2024 • 106
MiniMax-01: Scaling Foundation Models with Lightning Attention

Paper • 2501.08313 • Published about 1 month ago • 273
DeepSeek-V3 Technical Report

Paper • 2412.19437 • Published Dec 27, 2024 • 50

Reasoning, Thinking and RL

about 6 hours ago

Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search

Paper • 2412.18319 • Published Dec 24, 2024 • 37
Token-Budget-Aware LLM Reasoning

Paper • 2412.18547 • Published Dec 24, 2024 • 46
Efficiently Serving LLM Reasoning Programs with Certaindex

Paper • 2412.20993 • Published Dec 30, 2024 • 35
B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners

Paper • 2412.17256 • Published Dec 23, 2024 • 46

RobustFT: Robust Supervised Fine-tuning for Large Language Models under Noisy Response

Paper • 2412.14922 • Published Dec 19, 2024 • 86
B-STaR: Monitoring and Balancing Exploration and Exploitation in Self-Taught Reasoners

Paper • 2412.17256 • Published Dec 23, 2024 • 46
Deliberation in Latent Space via Differentiable Cache Augmentation

Paper • 2412.17747 • Published Dec 23, 2024 • 30
Outcome-Refining Process Supervision for Code Generation

Paper • 2412.15118 • Published Dec 19, 2024 • 19

Video Creation by Demonstration

Paper • 2412.09551 • Published Dec 12, 2024 • 9
DiffSensei: Bridging Multi-Modal LLMs and Diffusion Models for Customized Manga Generation

Paper • 2412.07589 • Published Dec 10, 2024 • 45
Unraveling the Complexity of Memory in RL Agents: an Approach for Classification and Evaluation

Paper • 2412.06531 • Published Dec 9, 2024 • 71
APOLLO: SGD-like Memory, AdamW-level Performance

Paper • 2412.05270 • Published Dec 6, 2024 • 37

Training Large Language Models to Reason in a Continuous Latent Space

Paper • 2412.06769 • Published Dec 9, 2024 • 78
Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Paper • 2408.03314 • Published Aug 6, 2024 • 54
Evolving Deeper LLM Thinking

Paper • 2501.09891 • Published 29 days ago • 106
Kimi k1.5: Scaling Reinforcement Learning with LLMs

Paper • 2501.12599 • Published 23 days ago • 92

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