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

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-de
parameter_size_full	278,295,186	156,557,872
parameter_size_embedding	192,001,536	70,422,528
vocab_size	250,002	91,696
compression_rate_full	100.0	56.26
compression_rate_embedding	100.0	36.68

Following table shows the parameter used to trim vocabulary.

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