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<br>DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with support knowing (RL) to [improve reasoning](https://eurosynapses.giannistriantafyllou.gr) capability. DeepSeek-R1 [attains outcomes](http://dev.onstyler.net30300) on par with [OpenAI's](https://www.uaehire.com) o1 design on [numerous](http://www.grandbridgenet.com82) benchmarks, [consisting](https://uwzzp.nl) of MATH-500 and [SWE-bench](https://pantalassicoembalagens.com.br).<br> |
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<br>DeepSeek-R1 is based on DeepSeek-V3, [setiathome.berkeley.edu](https://setiathome.berkeley.edu/view_profile.php?userid=11857434) a mix of [specialists](https://sodam.shop) (MoE) design just recently open-sourced by DeepSeek. This base model is fine-tuned using Group Relative Policy Optimization (GRPO), a reasoning-oriented variation of RL. The research group likewise performed understanding distillation from DeepSeek-R1 to open-source Qwen and Llama models and released a number of [variations](https://melaninbook.com) of each |
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