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Vocabulary Trimmed google/mt5-small: vocabtrimmer/mt5-small-trimmed-it-10000

This model is a trimmed version of google/mt5-small 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-small vocabtrimmer/mt5-small-trimmed-it-10000
parameter_size_full 300,176,768 54,303,104
parameter_size_embedding 256,114,688 10,241,024
vocab_size 250,112 10,001
compression_rate_full 100.0 18.09
compression_rate_embedding 100.0 4.0

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 10000 2
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