<br>[DeepSeek open-sourced](https://src.enesda.com) DeepSeek-R1, an LLM fine-tuned with support knowing (RL) to enhance thinking ability. DeepSeek-R1 [attains outcomes](http://caxapok.space) on par with [OpenAI's](https://blazblue.wiki) o1 design on several standards, including MATH-500 and SWE-bench.<br>
<br>DeepSeek-R1 is based upon DeepSeek-V3, a mixture of [experts](https://professionpartners.co.uk) (MoE) model just recently open-sourced by DeepSeek. This base model is fine-tuned using Group Relative Policy [Optimization](https://asixmusik.com) (GRPO), a [reasoning-oriented variant](http://8.140.244.22410880) of RL. The research team likewise carried out understanding distillation from DeepSeek-R1 to open-source Qwen and [Llama models](http://lnsbr-tech.com) and [released](https://careers.express) a number of versions of each