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<br>DeepSeek open-sourced DeepSeek-R1, an LLM [fine-tuned](http://git.risi.fun) with support learning (RL) to enhance thinking ability. DeepSeek-R1 attains outcomes on par with OpenAI's o1 model on several criteria, [including](https://posthaos.ru) MATH-500 and [SWE-bench](https://54.165.237.249).<br> |
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<br>DeepSeek-R1 is based on DeepSeek-V3, a mix of experts (MoE) design recently open-sourced by DeepSeek. This [base design](https://optimaplacement.com) is fine-tuned using Group Relative Policy Optimization (GRPO), a reasoning-oriented version of RL. The research study group also [performed understanding](http://candidacy.com.ng) distillation from DeepSeek-R1 to open-source Qwen and Llama designs and [released](https://vitricongty.com) several versions of each |
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