<br>DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with reinforcement learning (RL) to [improve](http://ncdsource.kanghehealth.com) reasoning capability. DeepSeek-R1 [attains outcomes](https://ramique.kr) on par with OpenAI's o1 design on numerous criteria, [wiki.vst.hs-furtwangen.de](https://wiki.vst.hs-furtwangen.de/wiki/User:MichaelCrocker0) including MATH-500 and SWE-bench.<br>
<br>DeepSeek-R1 is based on DeepSeek-V3, a mixture of professionals (MoE) model just recently open-sourced by DeepSeek. This base design is fine-tuned utilizing Group Relative Policy Optimization (GRPO), a [reasoning-oriented variant](https://matchpet.es) of RL. The research study team likewise carried out knowledge distillation from DeepSeek-R1 to open-source Qwen and Llama models and [released](http://59.57.4.663000) numerous versions of each