Vocabulary Trimmed xlm-roberta-base: vocabtrimmer/xlm-roberta-base-trimmed-it

This model is a trimmed version of xlm-roberta-base by vocabtrimmer, a tool for trimming vocabulary of language models to compress the model size. Following table shows a summary of the trimming process.

	xlm-roberta-base	vocabtrimmer/xlm-roberta-base-trimmed-it
parameter_size_full	278,295,186	138,183,386
parameter_size_embedding	192,001,536	52,071,936
vocab_size	250,002	67,802
compression_rate_full	100.0	49.65
compression_rate_embedding	100.0	27.12

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