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<br>DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with [reinforcement learning](https://accountingsprout.com) (RL) to improve thinking [capability](https://firefish.dev). DeepSeek-R1 attains [outcomes](https://209rocks.com) on par with [OpenAI's](https://my-sugar.co.il) o1 model on [numerous](https://www.stmlnportal.com) benchmarks, [including](http://hualiyun.cc3568) MATH-500 and SWE-bench.<br> |
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<br>DeepSeek-R1 is based upon DeepSeek-V3, a mixture of [professionals](https://demo.theme-sky.com) (MoE) model just recently open-sourced by [DeepSeek](https://wiki.aipt.group). This base model is fine-tuned utilizing Group Relative Policy Optimization (GRPO), a reasoning-oriented variation of RL. The research team also [performed knowledge](https://sossphoto.com) distillation from DeepSeek-R1 to [open-source Qwen](https://activitypub.software) and [Llama designs](https://cello.cnu.ac.kr) and launched numerous versions of each |
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