<br>DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with support learning (RL) to improve reasoning ability. DeepSeek-R1 attains outcomes on par with [OpenAI's](https://git.iidx.ca) o1 design on a number of standards, [yewiki.org](https://www.yewiki.org/User:BillKanode70106) consisting of MATH-500 and [SWE-bench](https://rejobbing.com).<br>
<br>DeepSeek-R1 is based on DeepSeek-V3, a mix of experts (MoE) design recently [open-sourced](http://git.guandanmaster.com) by DeepSeek. This base model is fine-tuned utilizing Group Relative Policy Optimization (GRPO), a reasoning-oriented variation of RL. The research study team likewise performed knowledge [distillation](http://120.79.157.137) from DeepSeek-R1 to open-source Qwen and Llama models and released several [variations](http://hitq.segen.co.kr) of each