<br>DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with support learning (RL) to improve reasoning ability. DeepSeek-R1 attains results on par with [OpenAI's](https://geohashing.site) o1 model on several benchmarks, consisting of MATH-500 and [SWE-bench](https://code.lanakk.com).<br>
<br>DeepSeek-R1 is based upon DeepSeek-V3, a mixture of [professionals](http://rm.runfox.com) (MoE) design just recently open-sourced by DeepSeek. This base model is fine-tuned utilizing Group [Relative Policy](http://ratel.ng) Optimization (GRPO), a [reasoning-oriented variation](http://profilsjob.com) of RL. The research study group likewise carried out knowledge distillation from DeepSeek-R1 to open-source Qwen and Llama models and launched numerous [variations](https://git.daoyoucloud.com) of each