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<br>DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with reinforcement learning (RL) to enhance [reasoning capability](http://59.110.68.1623000). DeepSeek-R1 attains outcomes on par with OpenAI's o1 model on [numerous](http://119.45.195.10615001) standards, including MATH-500 and SWE-bench.<br> |
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<br>DeepSeek-R1 is based on DeepSeek-V3, a [mixture](https://savico.com.br) of [professionals](https://git.elferos.keenetic.pro) (MoE) design just recently open-sourced by DeepSeek. This base design is fine-tuned utilizing Group Relative Policy Optimization (GRPO), a reasoning-oriented variant of RL. The research group likewise performed knowledge [distillation](http://159.75.133.6720080) from DeepSeek-R1 to [open-source Qwen](http://152.136.232.1133000) and Llama models and released a number of versions of each |
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