Vocabulary Trimmed facebook/mbart-large-cc25: vocabtrimmer/mbart-large-cc25-trimmed-ko

This model is a trimmed version of facebook/mbart-large-cc25 by vocabtrimmer, a tool for trimming vocabulary of language models to compress the model size. Following table shows a summary of the trimming process.

	facebook/mbart-large-cc25	vocabtrimmer/mbart-large-cc25-trimmed-ko
parameter_size_full	610,851,840	402,585,600
parameter_size_embedding	512,055,296	95,522,816
vocab_size	250,027	46,642
compression_rate_full	100.0	65.91
compression_rate_embedding	100.0	18.65

Following table shows the parameter used to trim vocabulary.

language	dataset	dataset_column	dataset_name	dataset_split	target_vocab_size	min_frequency
ko	vocabtrimmer/mc4_validation	text	ko	validation		2