Vocabulary Trimmed facebook/xlm-v-base: vocabtrimmer/xlm-v-base-trimmed-ar-10000

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-ar-10000
parameter_size_full 779,396,349 93,735,186
parameter_size_embedding 692,451,072 7,681,536
vocab_size 901,629 10,002
compression_rate_full 100.0 12.03
compression_rate_embedding 100.0 1.11

Following table shows the parameter used to trim vocabulary.

language dataset dataset_column dataset_name dataset_split target_vocab_size min_frequency
ar vocabtrimmer/mc4_validation text ar validation 10000 2