# Vocabulary Trimmed [lmqg/mt5-small-ruquad-qg](https://huggingface.co/lmqg/mt5-small-ruquad-qg): `lmqg/mt5-small-ruquad-qg-trimmed-50000` 
This model is a trimmed version of [lmqg/mt5-small-ruquad-qg](https://huggingface.co/lmqg/mt5-small-ruquad-qg) 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-small-ruquad-qg   | lmqg/mt5-small-ruquad-qg-trimmed-50000   |
|:---------------------------|:---------------------------|:-----------------------------------------|
| parameter_size_full        | 300,165,504                | 95,264,128                               |
| parameter_size_embedding   | 256,103,424                | 51,202,048                               |
| vocab_size                 | 250,101                    | 50,002                                   |
| compression_rate_full      | 100.0                      | 31.74                                    |
| 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 |
|:-----------|:----------------------------|:-----------------|:---------------|:----------------|--------------------:|----------------:|
| ru         | vocabtrimmer/mc4_validation | text             | ru             | validation      |               50000 |               2 |