DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with reinforcement learning (RL) to enhance reasoning capability. DeepSeek-R1 attains results on par with OpenAI’s o1 model on numerous benchmarks, consisting of MATH-500 and SWE-bench.

DeepSeek-R1 is based upon DeepSeek-V3, a mix of specialists (MoE) model recently open-sourced by DeepSeek. This base model is fine-tuned using Group Relative Policy Optimization (GRPO), yewiki.org a reasoning-oriented variant of RL. The research study team also carried out understanding distillation from DeepSeek-R1 to open-source Qwen and [forum.batman.gainedge.org](https://forum.batman.gainedge.org/index.php?action=profile