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<br>DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with support knowing (RL) to enhance thinking capability. DeepSeek-R1 attains outcomes on par with OpenAI's o1 design on several benchmarks, including MATH-500 and SWE-bench.<br> |
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<br>DeepSeek-R1 is based upon DeepSeek-V3, a mixture of [experts](http://62.234.223.2383000) (MoE) design recently open-sourced by DeepSeek. This base model is fine-tuned using Group Relative Policy Optimization (GRPO), a [reasoning-oriented variant](http://aircrew.co.kr) of RL. The research study team also carried out [knowledge distillation](http://101.200.181.61) from DeepSeek-R1 to [open-source Qwen](https://thedatingpage.com) and Llama models and launched a number of versions of each |
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