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

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-ru
parameter_size_full	610,851,840	456,877,056
parameter_size_embedding	512,055,296	204,105,728
vocab_size	250,027	99,661
compression_rate_full	100.0	74.79
compression_rate_embedding	100.0	39.86

Following table shows the parameter used to trim vocabulary.

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