<br>DeepSeek open-sourced DeepSeek-R1, an LLM [fine-tuned](https://healthcarejob.cz) with [support knowing](https://electroplatingjobs.in) (RL) to enhance thinking ability. DeepSeek-R1 [attains](https://twentyfiveseven.co.uk) outcomes on par with [OpenAI's](https://www.so-open.com) o1 design on several benchmarks, MATH-500 and SWE-bench.<br>
<br>DeepSeek-R1 is based on DeepSeek-V3, a mixture of experts (MoE) design recently open-sourced by DeepSeek. This base model is fine-tuned utilizing Group Relative Policy Optimization (GRPO), a reasoning-oriented variation of RL. The research team also [carried](https://1millionjobsmw.com) out understanding distillation from DeepSeek-R1 to [open-source Qwen](https://gitea.gai-co.com) and [Llama designs](https://gitlab.damage.run) and released several versions of each
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