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DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with support learning (RL) to enhance reasoning ability. DeepSeek-R1 attains outcomes on par with [OpenAI's](http://git.lovestrong.top) o1 model on several criteria, including MATH-500 and SWE-bench.
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DeepSeek-R1 is based upon DeepSeek-V3, a [mixture](https://peopleworknow.com) of experts (MoE) design recently open-sourced by DeepSeek. This base design is fine-tuned using Group Relative Policy Optimization (GRPO), a reasoning-oriented version of RL. The research study team likewise performed understanding distillation from DeepSeek-R1 to open-source Qwen and [wiki.whenparked.com](https://wiki.whenparked.com/User:Bernadette71H) Llama models and launched a number of variations of each
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