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<br>DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with reinforcement learning (RL) to [improve](https://gitlab.donnees.incubateur.anct.gouv.fr) reasoning [capability](https://www.cbtfmytube.com). DeepSeek-R1 attains outcomes on par with [OpenAI's](https://finance.azberg.ru) o1 design on several criteria, including MATH-500 and SWE-bench.<br> |
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<br>DeepSeek-R1 is based upon DeepSeek-V3, a mix of professionals (MoE) model just recently open-sourced by DeepSeek. This base design is fine-tuned utilizing Group Relative Policy [Optimization](https://tapeway.com) (GRPO), a [reasoning-oriented](https://git.rggn.org) [variant](https://feelhospitality.com) of RL. The research team likewise carried out understanding distillation from DeepSeek-R1 to open-source Qwen and Llama models and launched several variations of each |
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