Vocabulary Trimmed lmqg/mt5-small-koquad-qg-ae: lmqg/mt5-small-koquad-qg-ae-trimmed-50000

This model is a trimmed version of lmqg/mt5-small-koquad-qg-ae 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/mt5-small-koquad-qg-ae	lmqg/mt5-small-koquad-qg-ae-trimmed-50000
parameter_size_full	300,165,504	95,264,128
parameter_size_embedding	256,103,424	51,202,048
vocab_size	250,101	50,002
compression_rate_full	100.0	31.74
compression_rate_embedding	100.0	19.99

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	50000	2