Vocabulary Trimmed xlm-roberta-large: vocabtrimmer/xlm-roberta-large-trimmed-ar

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-ar
parameter_size_full 560,142,482 355,008,207
parameter_size_embedding 256,002,048 51,067,904
vocab_size 250,002 49,871
compression_rate_full 100.0 63.38
compression_rate_embedding 100.0 19.95

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 2