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LLMem: Estimating GPU Memory Usage for Fine-Tuning Pre-Trained LLMs.
Taeho Kim
Yanming Wang
Vatshank Chaturvedi
Lokesh Gupta
Seyeon Kim
Yongin Kwon
Sangtae Ha
Published in:
CoRR (2024)
Keyphrases
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memory usage
fine tuning
pre trained
training data
viable alternative
training examples
memory requirements
real time
fine tune
memory footprint
fine tuned
small number
computer vision
learning algorithm
control signals
wide range