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<br>DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with reinforcement knowing (RL) to improve reasoning ability. DeepSeek-R1 attains results on par with OpenAI's o1 model on several criteria, including MATH-500 and [SWE-bench](https://git.randomstar.io).<br> |
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<br>DeepSeek-R1 is based upon DeepSeek-V3, a mixture of experts (MoE) design just recently open-sourced by DeepSeek. This base model is [fine-tuned utilizing](http://charge-gateway.com) Group Relative Policy Optimization (GRPO), [kousokuwiki.org](http://kousokuwiki.org/wiki/%E5%88%A9%E7%94%A8%E8%80%85:JuanitaMcGuire6) a reasoning-oriented variation of RL. The research [study team](http://cjma.kr) likewise [carried](https://tagreba.org) out understanding distillation from DeepSeek-R1 to open-source Qwen and [Llama models](https://almagigster.com) and launched numerous variations of each |
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