# Vocabulary Trimmed [lmqg/mbart-large-cc25-frquad-qg](https://huggingface.co/lmqg/mbart-large-cc25-frquad-qg): `vocabtrimmer/mbart-large-cc25-frquad-qg-trimmed-fr` 
This model is a trimmed version of [lmqg/mbart-large-cc25-frquad-qg](https://huggingface.co/lmqg/mbart-large-cc25-frquad-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/mbart-large-cc25-frquad-qg   | vocabtrimmer/mbart-large-cc25-frquad-qg-trimmed-fr   |
|:---------------------------|:----------------------------------|:-----------------------------------------------------|
| parameter_size_full        | 610,852,864                       | 442,588,160                                          |
| parameter_size_embedding   | 256,028,672                       | 87,763,968                                           |
| vocab_size                 | 250,028                           | 85,707                                               |
| compression_rate_full      | 100.0                             | 72.45                                                |
| compression_rate_embedding | 100.0                             | 34.28                                                |


Following table shows the parameter used to trim vocabulary.

 | language   | dataset                     | dataset_column   | dataset_name   | dataset_split   | target_vocab_size   |   min_frequency |
|:-----------|:----------------------------|:-----------------|:---------------|:----------------|:--------------------|----------------:|
| fr         | vocabtrimmer/mc4_validation | text             | fr             | validation      |                     |               2 |