<br>DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with reinforcement knowing (RL) to improve reasoning capability. DeepSeek-R1 [attains outcomes](https://23.23.66.84) on par with OpenAI's o1 design on several benchmarks, consisting of MATH-500 and SWE-bench.<br>
<br>DeepSeek-R1 is based upon DeepSeek-V3, a mix of professionals (MoE) design recently open-sourced by [DeepSeek](https://vitricongty.com). This base model is fine-tuned using Group [Relative Policy](https://sharefriends.co.kr) Optimization (GRPO), [engel-und-waisen.de](http://www.engel-und-waisen.de/index.php/Benutzer:ShalandaBancroft) a reasoning-oriented variation of RL. The research team also carried out knowledge distillation from DeepSeek-R1 to open-source Qwen and Llama designs and launched a number of variations of each