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<br>[DeepSeek open-sourced](http://47.100.3.2093000) DeepSeek-R1, an LLM fine-tuned with reinforcement learning (RL) to enhance reasoning ability. DeepSeek-R1 [attains outcomes](https://xtragist.com) on par with [OpenAI's](https://jobsdirect.lk) o1 design on several benchmarks, [yewiki.org](https://www.yewiki.org/User:IvyPerkin5053) consisting of MATH-500 and SWE-bench.<br> |
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<br>DeepSeek-R1 is based upon DeepSeek-V3, a mix of specialists (MoE) design just recently open-sourced by DeepSeek. This base design is fine-tuned utilizing Group Relative Policy Optimization (GRPO), a reasoning-oriented variation of RL. The research study team likewise [carried](https://www.jjldaxuezhang.com) out knowledge distillation from DeepSeek-R1 to [open-source Qwen](https://www.earnwithmj.com) and Llama designs and [forum.batman.gainedge.org](https://forum.batman.gainedge.org/index.php?action=profile |
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