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<br>[DeepSeek open-sourced](http://git.risi.fun) DeepSeek-R1, an LLM fine-tuned with support learning (RL) to enhance thinking capability. DeepSeek-R1 attains outcomes on par with [OpenAI's](https://www.hireprow.com) o1 model on numerous benchmarks, consisting of MATH-500 and SWE-bench.<br> |
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<br>DeepSeek-R1 is based upon DeepSeek-V3, a mixture of [experts](https://www.oradebusiness.eu) (MoE) design recently open-sourced by [DeepSeek](https://hitechjobs.me). This base design is fine-tuned utilizing Group Relative Policy [Optimization](https://impactosocial.unicef.es) (GRPO), a [reasoning-oriented variation](http://www.thehispanicamerican.com) of RL. The research group also performed knowledge [distillation](https://www.dailynaukri.pk) from DeepSeek-R1 to open-source Qwen and Llama [designs](https://code.dsconce.space) and [released](http://youtubeer.ru) a number of variations of each |
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