Vocabulary Trimmed vocabtrimmer/xlm-roberta-base-xnli-en: vocabtrimmer/xlm-roberta-base-xnli-en-trimmed-en

This model is a trimmed version of vocabtrimmer/xlm-roberta-base-xnli-en by vocabtrimmer, a tool for trimming vocabulary of language models to compress the model size. Following table shows a summary of the trimming process.

vocabtrimmer/xlm-roberta-base-xnli-en vocabtrimmer/xlm-roberta-base-xnli-en-trimmed-en
parameter_size_full 278,045,955 219,090,435
parameter_size_embedding 192,001,536 133,046,016
vocab_size 250,002 173,237
compression_rate_full 100.0 78.8
compression_rate_embedding 100.0 69.29

Following table shows the parameter used to trim vocabulary.

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