Vocabulary Trimmed xlm-roberta-base: vocabtrimmer/xlm-roberta-base-trimmed-it-60000

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-it-60000
parameter_size_full 278,295,186 132,185,186
parameter_size_embedding 192,001,536 46,081,536
vocab_size 250,002 60,002
compression_rate_full 100.0 47.5
compression_rate_embedding 100.0 24.0

Following table shows the parameter used to trim vocabulary.

language dataset dataset_column dataset_name dataset_split target_vocab_size min_frequency
it vocabtrimmer/mc4_validation text it validation 60000 2