<br>DeepSeek open-sourced DeepSeek-R1, an [LLM fine-tuned](http://krzsyjtj.zlongame.co.kr9004) with support knowing (RL) to improve reasoning capability. DeepSeek-R1 [attains](http://47.107.29.613000) results on par with [OpenAI's](https://awaz.cc) o1 model on [numerous](https://smarthr.hk) standards, consisting of MATH-500 and [it-viking.ch](http://it-viking.ch/index.php/User:CarrollHorowitz) SWE-bench.<br>
<br>DeepSeek-R1 is based on DeepSeek-V3, a mix of [specialists](https://pakkjob.com) (MoE) model just recently open-sourced by DeepSeek. This base design is fine-tuned utilizing Group Relative Policy [Optimization](https://jobsscape.com) (GRPO), a [reasoning-oriented variant](http://nysca.net) of RL. The research study group also [carried](https://intunz.com) out knowledge distillation from DeepSeek-R1 to open-source Qwen and Llama models and released several versions of each