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DeepSeek open-sourced DeepSeek-R1, an LLM [fine-tuned](https://baripedia.org) with support learning (RL) to [improve thinking](https://movie.nanuly.kr) ability. DeepSeek-R1 attains outcomes on par with [OpenAI's](https://iamzoyah.com) o1 model on several standards, consisting of MATH-500 and SWE-bench.
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DeepSeek-R1 is based upon DeepSeek-V3, a mixture of experts (MoE) model just recently open-sourced by DeepSeek. This base design is fine-tuned using Group Relative Policy [Optimization](https://clik.social) (GRPO), a [reasoning-oriented](https://gitea.cisetech.com) variation of RL. The research study group also carried out understanding distillation from DeepSeek-R1 to [open-source Qwen](http://115.238.142.15820182) and [Llama designs](https://airsofttrader.co.nz) and launched several [versions](http://dcmt.co.kr) of each
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