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<br>DeepSeek open-sourced DeepSeek-R1, an [LLM fine-tuned](http://www.mizmiz.de) with support knowing (RL) to [improve](http://gitlab.abovestratus.com) reasoning capability. DeepSeek-R1 attains outcomes on par with OpenAI's o1 model on a number of benchmarks, consisting of MATH-500 and [SWE-bench](https://job4thai.com).<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 model is fine-tuned using Group [Relative Policy](https://isourceprofessionals.com) Optimization (GRPO), a reasoning-oriented variation of RL. The research group also performed knowledge distillation from DeepSeek-R1 to [open-source Qwen](https://career.ltu.bg) and [Llama designs](https://testgitea.cldevops.de) and launched numerous variations of each |
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