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DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with reinforcement knowing (RL) to [improve thinking](http://49.234.213.44) [capability](http://xiaomaapp.top3000). DeepSeek-R1 [attains outcomes](http://209.141.61.263000) on par with [OpenAI's](http://gitlab.ds-s.cn30000) o1 model on a number of benchmarks, including MATH-500 and SWE-bench.
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DeepSeek-R1 is based upon DeepSeek-V3, a mixture of experts (MoE) model recently open-sourced by DeepSeek. This base model is fine-tuned utilizing Group Relative Policy Optimization (GRPO), a reasoning-oriented version of RL. The research study group likewise performed understanding distillation from DeepSeek-R1 to [open-source Qwen](http://47.106.205.1408089) and Llama models and released several variations of each
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