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Vocabulary Trimmed google/mt5-small: vocabtrimmer/mt5-small-trimmed-ja-5000
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-ja-5000 | |
---|---|---|
parameter_size_full | 300,176,768 | 49,183,104 |
parameter_size_embedding | 256,114,688 | 5,121,024 |
vocab_size | 250,112 | 5,001 |
compression_rate_full | 100.0 | 16.38 |
compression_rate_embedding | 100.0 | 2.0 |
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 | 5000 | 2 |
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