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<br>[DeepSeek open-sourced](http://gpra.jpn.org) DeepSeek-R1, an LLM fine-tuned with support knowing (RL) to [improve](https://karis.id) thinking ability. DeepSeek-R1 attains results on par with OpenAI's o1 design on a number of criteria, [consisting](https://tj.kbsu.ru) of MATH-500 and SWE-bench.<br> |
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<br>DeepSeek-R1 is based on DeepSeek-V3, a mix of experts (MoE) model recently open-sourced by DeepSeek. This base model is fine-tuned using Group Relative Policy Optimization (GRPO), a [reasoning-oriented variant](https://gitea.qi0527.com) of RL. The research study group also performed knowledge distillation from DeepSeek-R1 to open-source Qwen and Llama designs and launched a number of [versions](https://tubevieu.com) of each |
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