Vocabulary Trimmed lmqg/mt5-small-itquad-qa: vocabtrimmer/mt5-small-itquad-qa-trimmed-it

This model is a trimmed version of lmqg/mt5-small-itquad-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/mt5-small-itquad-qa	vocabtrimmer/mt5-small-itquad-qa-trimmed-it
parameter_size_full	300,165,504	157,784,448
parameter_size_embedding	256,103,424	113,722,368
vocab_size	250,101	111,057
compression_rate_full	100.0	52.57
compression_rate_embedding	100.0	44.4

Following table shows the parameter used to trim vocabulary.

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