TiC-CLIP: Continual Training of CLIP Models
Machine Learning Research at Apple
MARCH 20, 2024
Keeping large foundation models up to date on latest data is inherently expensive. timestamped image-text pairs spanning 9 years (2014-2022). To avoid the prohibitive costs of constantly retraining, it is imperative to continually train these models. TiC-DataComp, our largest dataset, contains over 12.7B
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