Vocabulary Trimmed google/mt5-base: vocabtrimmer/mt5-base-trimmed-it

This model is a trimmed version of google/mt5-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.

google/mt5-base vocabtrimmer/mt5-base-trimmed-it
parameter_size_full 582,401,280 368,811,264
parameter_size_embedding 384,172,032 170,582,016
vocab_size 250,112 111,056
compression_rate_full 100.0 63.33
compression_rate_embedding 100.0 44.4

Following table shows the parameter used to trim vocabulary.

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