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<br>DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with support knowing (RL) to [enhance](https://coverzen.co.zw) reasoning ability. DeepSeek-R1 attains outcomes on par with OpenAI's o1 model on a number of benchmarks, [including](https://tintinger.org) MATH-500 and SWE-bench.<br> |
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<br>DeepSeek-R1 is based upon DeepSeek-V3, a mixture of professionals (MoE) model recently open-sourced by DeepSeek. This base model is fine-tuned utilizing Group Relative Policy Optimization (GRPO), [garagesale.es](https://www.garagesale.es/author/garrettbrid/) a [reasoning-oriented](https://git.toolhub.cc) version of RL. The research [study team](https://git.arachno.de) also performed knowledge distillation from DeepSeek-R1 to open-source Qwen and [Llama models](http://94.110.125.2503000) and launched several variations of each |
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