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<br>DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with reinforcement learning (RL) to improve thinking capability. DeepSeek-R1 [attains](http://aat.or.tz) results on par with [OpenAI's](https://git.lona-development.org) o1 model on numerous benchmarks, including 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 design is fine-tuned [utilizing](https://speeddating.co.il) Group Relative Policy Optimization (GRPO), a reasoning-oriented variant of RL. The research team also performed knowledge distillation from DeepSeek-R1 to [open-source Qwen](http://47.92.159.28) and Llama models and [released](https://git.the-kn.com) several variations of each |
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