<br>DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with reinforcement learning (RL) to improve reasoning ability. DeepSeek-R1 attains results on par with OpenAI's o1 model on several benchmarks, [consisting](http://116.198.224.1521227) of MATH-500 and [SWE-bench](https://gitea.cronin.one).<br>
<br>DeepSeek-R1 is based on DeepSeek-V3, a mix of experts (MoE) design just recently open-sourced by DeepSeek. This base design is fine-tuned utilizing Group Relative Policy Optimization (GRPO), a reasoning-oriented variation of RL. The research group likewise performed knowledge distillation from DeepSeek-R1 to [open-source Qwen](http://47.122.66.12910300) and Llama designs and released numerous versions of each