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<br>[DeepSeek open-sourced](http://47.75.109.82) DeepSeek-R1, an LLM fine-tuned with support learning (RL) to enhance reasoning capability. DeepSeek-R1 attains outcomes on par with OpenAI's o1 design on a number of standards, [including](http://101.43.129.2610880) MATH-500 and [garagesale.es](https://www.garagesale.es/author/jonathanfin/) SWE-bench.<br> |
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<br>DeepSeek-R1 is based on DeepSeek-V3, a mixture of experts (MoE) design recently open-sourced by DeepSeek. This [base design](http://connect.lankung.com) is fine-tuned utilizing Group Relative Policy Optimization (GRPO), a [reasoning-oriented variant](https://www.ojohome.listatto.ca) of RL. The research study group likewise [performed understanding](https://zeustrahub.osloop.com) distillation from DeepSeek-R1 to open-source Qwen and Llama models and launched a number of variations of each |
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