People & Labs

DeepSeek Trail

Open-source LLMs, code models, MoE, mathematical reasoning, RL reasoning, and formal proof.

LLMMoEReasoningFormal Math
1
2024 · LLM · Base Model
DeepSeek LLM: Scaling Open-Source Language Models with Longtermism
Coming soon
2
2024 · Code LLM · Code Pretraining
DeepSeek-Coder: When the Large Language Model Meets Programming
Coming soon
3
2024 · LLM Architecture · MoE
DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models
Coming soon
4
2024 · LLM Architecture · Efficient MoE / MLA
DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model
Coming soon
5
2024 · Math LLM · Mathematical Reasoning
DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
Coming soon
6
2024 · LLM · Large MoE / Efficient Training
DeepSeek-V3 Technical Report
Coming soon
8
2025 · Formal Math · Lean / Theorem Proving
DeepSeek-Prover-V2: Advancing Formal Mathematical Reasoning via Reinforcement Learning for Subgoal Decomposition
Coming soon