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Vocabulary Trimmed google/mt5-small: vocabtrimmer/mt5-small-trimmed-ko-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-ko-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 |
---|---|---|---|---|---|---|
ko | vocabtrimmer/mc4_validation | text | ko | validation | 10000 | 2 |
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