Vocabulary Trimmed facebook/mbart-large-50: duongttr/japanese-trimmed-mbart-large

This model is a trimmed version of facebook/mbart-large-50 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-50	duongttr/japanese-trimmed-mbart-large
parameter_size_full	610,879,488	416,319,488
parameter_size_embedding	256,055,296	61,495,296
vocab_size	250,054	60,054
compression_rate_full	100.0	68.15
compression_rate_embedding	100.0	24.02

Following table shows the parameter used to trim vocabulary.

language	dataset	dataset_column	dataset_name	dataset_split	target_vocab_size	min_frequency
ja	vocabtrimmer/mc4_validation	text	ja	validation	60000	2