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20e3148 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 | # Vocabulary Trimmed [google/mt5-base](https://huggingface.co/google/mt5-base): `vocabtrimmer/mt5-base-trimmed-it`
This model is a trimmed version of [google/mt5-base](https://huggingface.co/google/mt5-base) by [`vocabtrimmer`](https://github.com/asahi417/lm-vocab-trimmer), a tool for trimming vocabulary of language models to compress the model size.
Following table shows a summary of the trimming process.
| | google/mt5-base | vocabtrimmer/mt5-base-trimmed-it |
|:---------------------------|:------------------|:-----------------------------------|
| parameter_size_full | 582,401,280 | 368,811,264 |
| parameter_size_embedding | 384,172,032 | 170,582,016 |
| vocab_size | 250,112 | 111,056 |
| compression_rate_full | 100.0 | 63.33 |
| compression_rate_embedding | 100.0 | 44.4 |
Following table shows the parameter used to trim vocabulary.
| language | dataset | dataset_column | dataset_name | dataset_split | target_vocab_size | min_frequency |
|:-----------|:----------------------------|:-----------------|:---------------|:----------------|:--------------------|----------------:|
| it | vocabtrimmer/mc4_validation | text | it | validation | | 2 | |