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

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-fr
parameter_size_full	278,295,186	151,950,024
parameter_size_embedding	192,001,536	65,820,672
vocab_size	250,002	85,704
compression_rate_full	100.0	54.6
compression_rate_embedding	100.0	34.28

Following table shows the parameter used to trim vocabulary.

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