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

This model is a trimmed version of vocabtrimmer/xlm-roberta-base-xnli-fr 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-fr vocabtrimmer/xlm-roberta-base-xnli-fr-trimmed-fr
parameter_size_full 278,045,955 151,865,091
parameter_size_embedding 192,001,536 65,820,672
vocab_size 250,002 85,704
compression_rate_full 100.0 54.62
compression_rate_embedding 100.0 34.28

Following table shows the parameter used to trim vocabulary.

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