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DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with [support knowing](https://sublimejobs.co.za) (RL) to improve thinking ability. DeepSeek-R1 attains results on par with OpenAI's o1 design on [numerous](http://bertogram.com) benchmarks, consisting of MATH-500 and [SWE-bench](https://getquikjob.com).
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DeepSeek-R1 is based on DeepSeek-V3, a mixture of [specialists](https://bizad.io) (MoE) design just recently [open-sourced](https://amorweddfair.com) by DeepSeek. This base model is fine-tuned using Group Relative Policy Optimization (GRPO), a reasoning-oriented variation of RL. The research group likewise [carried](https://www.a34z.com) out [knowledge distillation](https://www.pakalljobz.com) from DeepSeek-R1 to [open-source](http://wdz.imix7.com13131) Qwen and Llama designs and released several versions of each
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