DeepSeek open-sourced DeepSeek-R1, setiathome.berkeley.edu an LLM fine-tuned with reinforcement knowing (RL) to improve thinking ability. DeepSeek-R1 attains results on par with OpenAI's o1 design on numerous standards, consisting of MATH-500 and SWE-bench.

DeepSeek-R1 is based upon DeepSeek-V3, a mixture of experts (MoE) design just recently open-sourced by DeepSeek. This base design is fine-tuned using Group Relative Policy Optimization (GRPO), a reasoning-oriented variant of RL. The research study group also performed knowledge distillation from DeepSeek-R1 to open-source Qwen and Llama models and released several versions of each