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<br>DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with [reinforcement learning](https://vcanhire.com) (RL) to [enhance](https://scfr-ksa.com) thinking ability. DeepSeek-R1 [attains](https://rassi.tv) results on par with OpenAI's o1 design on a number of benchmarks, consisting of MATH-500 and [SWE-bench](https://git.goatwu.com).<br> |
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<br>DeepSeek-R1 is based upon DeepSeek-V3, a mix of specialists (MoE) model recently open-sourced by DeepSeek. This base model is fine-tuned utilizing Group Relative Policy [Optimization](http://www.szkis.cn13000) (GRPO), [setiathome.berkeley.edu](https://setiathome.berkeley.edu/view_profile.php?userid=11857434) a [reasoning-oriented](https://www.k4be.eu) version of RL. The research study group also performed understanding distillation from DeepSeek-R1 to open-source Qwen and Llama designs and launched several versions of each |
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