Vocabulary Trimmed xlm-roberta-large: vocabtrimmer/xlm-roberta-large-trimmed-es-15000

This model is a trimmed version of xlm-roberta-large 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-large	vocabtrimmer/xlm-roberta-large-trimmed-es-15000
parameter_size_full	560,142,482	319,267,482
parameter_size_embedding	256,002,048	15,362,048
vocab_size	250,002	15,002
compression_rate_full	100.0	57.0
compression_rate_embedding	100.0	6.0

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	15000	2