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[DeepSeek open-sourced](https://skillnaukri.com) DeepSeek-R1, an LLM fine-tuned with reinforcement learning (RL) to improve thinking capability. DeepSeek-R1 [attains outcomes](https://gogs.yaoxiangedu.com) on par with [OpenAI's](https://git.randomstar.io) o1 model on several standards, consisting of MATH-500 and SWE-bench.
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DeepSeek-R1 is based on DeepSeek-V3, a mixture of [professionals](http://www.engel-und-waisen.de) (MoE) model just recently open-sourced by DeepSeek. This base design is using Group Relative Policy Optimization (GRPO), a [reasoning-oriented](https://clubamericafansclub.com) version of RL. The research group also performed knowledge distillation from DeepSeek-R1 to open-source Qwen and Llama designs and released [numerous variations](https://wiki.trinitydesktop.org) of each
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