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Vocabulary Trimmed google/mt5-small: vocabtrimmer/mt5-small-trimmed-es
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-es | |
---|---|---|
parameter_size_full | 300,176,768 | 178,313,600 |
parameter_size_embedding | 256,114,688 | 134,251,520 |
vocab_size | 250,112 | 131,105 |
compression_rate_full | 100.0 | 59.4 |
compression_rate_embedding | 100.0 | 52.42 |
Following table shows the parameter used to trim vocabulary.
language | dataset | dataset_column | dataset_name | dataset_split | target_vocab_size | min_frequency |
---|---|---|---|---|---|---|
es | vocabtrimmer/mc4_validation | text | es | validation | 2 |
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