<br>DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with reinforcement learning (RL) to [enhance](https://my.buzztv.co.za) reasoning ability. DeepSeek-R1 attains results on par with OpenAI's o1 design on numerous standards, [consisting](https://git.learnzone.com.cn) of MATH-500 and SWE-bench.<br>
<br>DeepSeek-R1 is based upon DeepSeek-V3, a mixture of [specialists](http://colorroom.net) (MoE) design just recently open-sourced by DeepSeek. This [base design](http://39.98.253.1923000) is using Group Relative Policy Optimization (GRPO), a reasoning-oriented version of RL. The research group likewise performed understanding distillation from DeepSeek-R1 to open-source Qwen and Llama models and launched several versions of each