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Democratizing LLMs: An Exploration of Cost-Performance Trade-offs in Self-Refined Open-Source Models.
Sumuk Shashidhar
Abhinav Chinta
Vaibhav Sahai
Zhenhailong Wang
Heng Ji
Published in:
EMNLP (Findings) (2023)
Keyphrases
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open source
trade off
genetic algorithm
statistical models
open source software
real time
evolutionary algorithm
multi objective
high cost
case study
prior knowledge