Vocabulary Trimmed vocabtrimmer/xlm-roberta-base-xnli-es: vocabtrimmer/xlm-roberta-base-xnli-es-trimmed-es

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

	vocabtrimmer/xlm-roberta-base-xnli-es	vocabtrimmer/xlm-roberta-base-xnli-es-trimmed-es
parameter_size_full	278,045,955	152,921,859
parameter_size_embedding	192,001,536	66,877,440
vocab_size	250,002	87,080
compression_rate_full	100.0	55.0
compression_rate_embedding	100.0	34.83

Following table shows the parameter used to trim vocabulary.

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