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<br>DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with reinforcement learning (RL) to enhance thinking capability. DeepSeek-R1 attains results on par with OpenAI's o1 design on several benchmarks, consisting of MATH-500 and [SWE-bench](https://placementug.com).<br> |
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<br>DeepSeek-R1 is based upon DeepSeek-V3, a mixture of [specialists](http://git.info666.com) (MoE) design recently [open-sourced](https://www.jungmile.com) by DeepSeek. This base design is fine-tuned utilizing Group Relative Policy Optimization (GRPO), a [reasoning-oriented variant](https://sneakerxp.com) of RL. The research study group also performed understanding distillation from DeepSeek-R1 to open-source Qwen and Llama models and released several versions of each |
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