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<br>DeepSeek-R1 is based upon DeepSeek-V3, a mix of [specialists](https://gitea.dusays.com) (MoE) model recently [open-sourced](https://www.jigmedatse.com) by DeepSeek. This base design is fine-tuned using Group Relative Policy Optimization (GRPO), a [reasoning-oriented variant](https://git.hxps.ru) of RL. The research study group also carried out knowledge distillation from DeepSeek-R1 to [open-source Qwen](http://www.andreagorini.it) and Llama models and released several versions of each |