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Vocabulary Trimmed lmqg/mt5-base-jaquad-qg: vocabtrimmer/mt5-base-jaquad-qg-trimmed-90000

This model is a trimmed version of lmqg/mt5-base-jaquad-qg by vocabtrimmer, a tool for trimming vocabulary of language models to compress the model size. Following table shows a summary of the trimming process.

lmqg/mt5-base-jaquad-qg vocabtrimmer/mt5-base-jaquad-qg-trimmed-90000
parameter_size_full 582,384,384 336,472,320
parameter_size_embedding 384,155,136 138,243,072
vocab_size 250,101 90,002
compression_rate_full 100.0 57.77
compression_rate_embedding 100.0 35.99

Following table shows the parameter used to trim vocabulary.

language dataset dataset_column dataset_name dataset_split target_vocab_size min_frequency
ja vocabtrimmer/mc4_validation text ja validation 90000 2
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