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ScalingLaws

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ScalingLaws
Jonas Kim
Jonas Kim
bits-bytes-nn.hashnode.dev·Jan 04, 2024
Jan 04, 2024

DeepSeek LLM: Scaling Open-Source Language Models with Longtermism 논문 리뷰

TL;DR 이 연구를 시작하게 된 배경과 동기는 무엇입니까? 오픈소스 대규모 언어 모델(LLMs)의 발전이 가속화되면서, 모델 스케일링에 대한 명확한 이해의 필요성이 대두되었습니다. 기존 연구들은 스케일링 법칙에 대해 서로 다른 결론을 제시했으며, 하이퍼파라미터 설정에 대한 상세한 설명이 부족했습니다. 특히 AGI 발전의 초기 단계에서 효율적인 모델 스케일링 전략의 수립이 중요한 과제로 대두되었습니다. 이러한 배경에서 DeepSeek LLM 연...

DeepSeek LLM: Scaling Open-Source Language Models with Longtermism 논문 리뷰
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DeepSeek Model

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