<br>[DeepSeek open-sourced](https://aaalabourhire.com) DeepSeek-R1, an [LLM fine-tuned](https://git.googoltech.com) with reinforcement knowing (RL) to enhance reasoning capability. DeepSeek-R1 attains outcomes on par with OpenAI's o1 model on a number of benchmarks, [raovatonline.org](https://raovatonline.org/author/thaomckillo/) consisting of MATH-500 and [SWE-bench](http://lohashanji.com).<br>
<br>DeepSeek-R1 is based on DeepSeek-V3, a mixture of experts (MoE) model recently open-sourced by DeepSeek. This base model is fine-tuned using Group Relative Policy Optimization (GRPO), a reasoning-oriented variation of RL. The research study team also performed [understanding distillation](http://thegrainfather.com) from DeepSeek-R1 to [open-source Qwen](http://www.hcmis.cn) and Llama designs and [released](https://cv4job.benella.in) a number of versions of each