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<br>DeepSeek-R1 is based upon DeepSeek-V3, a mix of [specialists](https://nytia.org) (MoE) design just recently open-sourced by DeepSeek. This [base design](https://lms.digi4equality.eu) is fine-tuned utilizing Group Relative Policy Optimization (GRPO), a reasoning-oriented version of RL. The research study group also [performed knowledge](http://120.77.240.2159701) distillation from DeepSeek-R1 to open-source Qwen and Llama models and released several versions of each |