Vocabulary Trimmed xlm-roberta-base: vocabtrimmer/xlm-roberta-base-trimmed-it-60000

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-60000
parameter_size_full	278,295,186	132,185,186
parameter_size_embedding	192,001,536	46,081,536
vocab_size	250,002	60,002
compression_rate_full	100.0	47.5
compression_rate_embedding	100.0	24.0

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	60000	2