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<br>DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with reinforcement [knowing](https://git.bugwc.com) (RL) to improve reasoning ability. DeepSeek-R1 attains outcomes on par with OpenAI's o1 design on a number of standards, consisting of MATH-500 and [SWE-bench](https://www.themart.co.kr).<br> |
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<br>DeepSeek-R1 is based on DeepSeek-V3, a [mixture](https://natgeophoto.com) of [experts](https://itheadhunter.vn) (MoE) model recently open-sourced by DeepSeek. This base model is fine-tuned using Group Relative Policy Optimization (GRPO), a [reasoning-oriented variant](https://han2.kr) of RL. The research study group likewise [carried](https://www.openstreetmap.org) out understanding distillation from DeepSeek-R1 to [open-source Qwen](https://say.la) and Llama models and launched numerous of each |
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