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<br>DeepSeek open-sourced DeepSeek-R1, an LLM [fine-tuned](http://152.136.126.2523000) with support learning (RL) to enhance reasoning capability. DeepSeek-R1 attains outcomes on par with [OpenAI's](http://47.108.105.483000) o1 model on numerous standards, consisting of MATH-500 and SWE-bench.<br> |
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<br>DeepSeek-R1 is based upon DeepSeek-V3, a mixture of professionals (MoE) design recently open-sourced by DeepSeek. This base design is [fine-tuned](http://xingyunyi.cn3000) using Group [Relative Policy](https://gitea.gumirov.xyz) Optimization (GRPO), a reasoning-oriented version of RL. The research group likewise carried out understanding distillation from DeepSeek-R1 to open-source Qwen and [Llama models](http://121.41.31.1463000) and launched a number of versions of each |
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