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A Comprehensive Review of DeepSeek: Performance, Architecture and Capabilities

2025-03-26

Abstract excerpt

This paper provides an extensive review of DeepSeek, an emerging open-source large language model (LLM) known for its Mixture-of-Experts (MoE) architecture and Multi-Head Latent Attention innovations. The study highlights DeepSeek's superior efficiency, scalability, and performance across tasks such as natural language processing, mathematical reasoning, and code generation, positioning it as a competitive alterna...

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Genomics and Rare Diseases

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Literature Corpus work: 8d288ae1-a410-50fa-9bfa-b189c48ed683
DOI: 10.20944/preprints202503.1887.v1

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