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<br>[DeepSeek open-sourced](http://82.19.55.40443) DeepSeek-R1, an LLM fine-tuned with [support knowing](http://demo.ynrd.com8899) (RL) to improve thinking capability. DeepSeek-R1 attains results on par with OpenAI's o1 design on [numerous](http://139.224.253.313000) benchmarks, consisting of MATH-500 and SWE-bench.<br> |
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<br>DeepSeek-R1 is based on DeepSeek-V3, a mixture of experts (MoE) design just recently open-sourced by DeepSeek. This base design is fine-tuned using Group [Relative Policy](https://gitlab.tenkai.pl) Optimization (GRPO), a reasoning-oriented variation of RL. The research study group also performed understanding distillation from DeepSeek-R1 to open-source Qwen and Llama models and released several [versions](http://www.chemimart.kr) of each |
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