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

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-it-60000
parameter_size_full 560,142,482 365,392,482
parameter_size_embedding 256,002,048 61,442,048
vocab_size 250,002 60,002
compression_rate_full 100.0 65.23
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