# Vocabulary Trimmed [google/mt5-large](https://huggingface.co/google/mt5-large): `seonjeongh/mt5-large-ko` 
This model is a trimmed version of [google/mt5-large](https://huggingface.co/google/mt5-large) 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-large   | seonjeongh/mt5-large-ko   |
|:---------------------------|:-------------------|:--------------------------|
| parameter_size_full        | 1,229,581,312      | 867,585,024               |
| parameter_size_embedding   | 512,229,376        | 150,233,088               |
| vocab_size                 | 250,112            | 73,356                    |
| compression_rate_full      | 100.0              | 70.56                     |
| compression_rate_embedding | 100.0              | 29.33                     |


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      |                     |               2 |