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cs.CR2024
Dynaseal: A Backend-Controlled LLM API Key Distribution Scheme with Constrained Invocation Parameters
Jiahao Zhao, Jiayi Nan, Lai Wei +2
Due to the exceptional performance of Large Language Models (LLMs) in diverse downstream tasks,there has been an exponential growth in edge-device requests to cloud-based models.Ho…
cs.CL2024★ 5 cited
Generative Monoculture in Large Language Models
Fan Wu, Emily Black, Varun Chandrasekaran
We introduce {\em generative monoculture}, a behavior observed in large language models (LLMs) characterized by a significant narrowing of model output diversity relative to availa…