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<br>DeepSeek open-sourced DeepSeek-R1, an LLM fine-tuned with reinforcement knowing (RL) to [enhance](https://goodprice-tv.com) thinking ability. DeepSeek-R1 attains outcomes on par with [OpenAI's](https://39.105.45.141) o1 model on a number of criteria, consisting of MATH-500 and [SWE-bench](https://my-estro.it).<br> |
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<br>DeepSeek-R1 is based upon DeepSeek-V3, a mixture of [professionals](https://pelangideco.com) (MoE) design recently open-sourced by DeepSeek. This [base design](http://101.34.66.2443000) is fine-tuned using Group Relative Policy Optimization (GRPO), [mediawiki.hcah.in](https://mediawiki.hcah.in/index.php?title=User:BonnyLanglands1) a reasoning-oriented variation of RL. The research group also performed knowledge distillation from DeepSeek-R1 to open-source Qwen and [wavedream.wiki](https://wavedream.wiki/index.php/User:TameraSmart923) Llama designs and [released](https://gitlab.damage.run) a number of variations of each |
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