Vocabulary Trimmed google/mt5-small: vocabtrimmer/mt5-small-trimmed-ko

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-ko
parameter_size_full 300,176,768 119,178,624
parameter_size_embedding 256,114,688 75,116,544
vocab_size 250,112 73,356
compression_rate_full 100.0 39.7
compression_rate_embedding 100.0 29.33

Following table shows the parameter used to trim vocabulary.

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