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Vocabulary Trimmed lmqg/mt5-small-zhquad-qag: lmqg/mt5-small-zhquad-qag-trimmed-50000

This model is a trimmed version of lmqg/mt5-small-zhquad-qag 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-small-zhquad-qag lmqg/mt5-small-zhquad-qag-trimmed-50000
parameter_size_full 300,165,504 95,264,128
parameter_size_embedding 256,103,424 51,202,048
vocab_size 250,101 50,002
compression_rate_full 100.0 31.74
compression_rate_embedding 100.0 19.99

Following table shows the parameter used to trim vocabulary.

language dataset dataset_column dataset_name dataset_split target_vocab_size min_frequency
zh vocabtrimmer/mc4_validation text zh validation 50000 2
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