# 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 |