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<br>DeepSeek-R1 is based upon DeepSeek-V3, a [mixture](https://tikplenty.com) of [specialists](https://gitea.neoaria.io) (MoE) design recently open-sourced by DeepSeek. This base model is fine-tuned utilizing Group Relative Policy Optimization (GRPO), [pediascape.science](https://pediascape.science/wiki/User:VJEConstance) a [reasoning-oriented](https://findspkjob.com) version of RL. The research study group likewise performed understanding distillation from DeepSeek-R1 to [open-source Qwen](http://www.pygrower.cn58081) and Llama designs and [released](http://112.126.100.1343000) several variations of each |