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Dataset Decomposition: Faster LLM Training with Variable Sequence Length Curriculum.
Hadi Pouransari
Chun-Liang Li
Jen-Hao Rick Chang
Pavan Kumar Anasosalu Vasu
Cem Koc
Vaishaal Shankar
Oncel Tuzel
Published in:
CoRR (2024)
Keyphrases
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fixed length
training dataset
benchmark datasets
training set
training algorithm
decomposition method
online learning
object detectors
database
training process
professional development
decomposition algorithm
training phase
variable length
test set
training examples
supervised learning
decision trees
e learning