# Vocabulary Trimmed [lmqg/mt5-base-zhquad-qag](https://huggingface.co/lmqg/mt5-base-zhquad-qag): `lmqg/mt5-base-zhquad-qag-trimmed-50000` 
This model is a trimmed version of [lmqg/mt5-base-zhquad-qag](https://huggingface.co/lmqg/mt5-base-zhquad-qag) 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.

|                            | lmqg/mt5-base-zhquad-qag   | lmqg/mt5-base-zhquad-qag-trimmed-50000   |
|:---------------------------|:---------------------------|:-----------------------------------------|
| parameter_size_full        | 582,384,384                | 275,032,320                              |
| parameter_size_embedding   | 384,155,136                | 76,803,072                               |
| vocab_size                 | 250,101                    | 50,002                                   |
| compression_rate_full      | 100.0                      | 47.23                                    |
| compression_rate_embedding | 100.0                      | 19.99                                    |


Following table shows the parameter used to trim vocabulary.

 | language   | dataset                     | dataset_column   | dataset_name   | dataset_split   |   target_vocab_size |   min_frequency |
|:-----------|:----------------------------|:-----------------|:---------------|:----------------|--------------------:|----------------:|
| zh         | vocabtrimmer/mc4_validation | text             | zh             | validation      |               50000 |               2 |
{}
transformers pytorch mt5 text2text-generation autotrain_compatible endpoints_compatible text-generation-inference region:us