DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with support learning (RL) to improve reasoning ability. DeepSeek-R1 attains results on par with OpenAI’s o1 design on numerous standards, consisting of MATH-500 and .

DeepSeek-R1 is based upon DeepSeek-V3, a mix of specialists (MoE) design recently open-sourced by DeepSeek. This base design is fine-tuned utilizing Group Relative Policy Optimization (GRPO), a reasoning-oriented variant of RL. The research study team also carried out understanding distillation from DeepSeek-R1 to open-source Qwen and Llama models and released numerous variations of each