Vocabulary Trimmed xlm-roberta-base: vocabtrimmer/xlm-roberta-base-trimmed-es

This model is a trimmed version of xlm-roberta-base 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-base vocabtrimmer/xlm-roberta-base-trimmed-es
parameter_size_full 278,295,186 153,008,168
parameter_size_embedding 192,001,536 66,877,440
vocab_size 250,002 87,080
compression_rate_full 100.0 54.98
compression_rate_embedding 100.0 34.83

Following table shows the parameter used to trim vocabulary.

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