Vocabulary Trimmed facebook/xlm-v-base: vocabtrimmer/xlm-v-base-trimmed-es

This model is a trimmed version of facebook/xlm-v-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.

	facebook/xlm-v-base	vocabtrimmer/xlm-v-base-trimmed-es
parameter_size_full	779,396,349	273,192,102
parameter_size_embedding	692,451,072	186,905,088
vocab_size	901,629	243,366
compression_rate_full	100.0	35.05
compression_rate_embedding	100.0	26.99

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