AI RESEARCH
Task-Specific Efficiency Analysis: When Small Language Models Outperform Large Language Models
arXiv CS.LG
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ArXi:2603.21389v1 Announce Type: cross Large Language Models achieve remarkable performance but incur substantial computational costs unsuitable for resource-constrained deployments. This paper presents the first comprehensive task-specific efficiency analysis comparing 16 language models across five diverse NLP tasks. We