DeepSeekMath-V2: Towards Self-Verifiable Mathematical Reasoning Paper • 2511.22570 • Published Nov 27, 2025 • 90
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning Paper • 2501.12948 • Published Jan 22, 2025 • 437
Insights into DeepSeek-V3: Scaling Challenges and Reflections on Hardware for AI Architectures Paper • 2505.09343 • Published May 14, 2025 • 75
DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models Paper • 2402.03300 • Published Feb 5, 2024 • 140
DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence Paper • 2401.14196 • Published Jan 25, 2024 • 70
DeepSeek-R1 Thoughtology: Let's <think> about LLM Reasoning Paper • 2504.07128 • Published Apr 2, 2025 • 87
DeepSeek-Coder-V2: Breaking the Barrier of Closed-Source Models in Code Intelligence Paper • 2406.11931 • Published Jun 17, 2024 • 68
DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models Paper • 2401.06066 • Published Jan 11, 2024 • 59
DeepSeek-Prover-V1.5: Harnessing Proof Assistant Feedback for Reinforcement Learning and Monte-Carlo Tree Search Paper • 2408.08152 • Published Aug 15, 2024 • 61
DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models Paper • 2512.02556 • Published Dec 2, 2025 • 254
DeepSeek LLM: Scaling Open-Source Language Models with Longtermism Paper • 2401.02954 • Published Jan 5, 2024 • 52
100 Days After DeepSeek-R1: A Survey on Replication Studies and More Directions for Reasoning Language Models Paper • 2505.00551 • Published May 1, 2025 • 36