Vocabulary Trimmed vocabtrimmer/xlm-v-base-xnli-de: vocabtrimmer/xlm-v-base-xnli-de-trimmed-de

This model is a trimmed version of vocabtrimmer/xlm-v-base-xnli-de 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-v-base-xnli-de vocabtrimmer/xlm-v-base-xnli-de-trimmed-de
parameter_size_full 778,495,491 269,819,139
parameter_size_embedding 692,451,072 183,774,720
vocab_size 901,629 239,290
compression_rate_full 100.0 34.66
compression_rate_embedding 100.0 26.54

Following table shows the parameter used to trim vocabulary.

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