Vocabulary Trimmed lmqg/mbart-large-cc25-koquad-qa: vocabtrimmer/mbart-large-cc25-koquad-qa-trimmed-ko-30000

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

	lmqg/mbart-large-cc25-koquad-qa	vocabtrimmer/mbart-large-cc25-koquad-qa-trimmed-ko-30000
parameter_size_full	610,852,864	385,548,288
parameter_size_embedding	512,057,344	61,448,192
vocab_size	250,028	30,004
compression_rate_full	100.0	63.12
compression_rate_embedding	100.0	12.0

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	30000	2