# Vocabulary Trimmed [lmqg/mbart-large-cc25-jaquad-qa](https://huggingface.co/lmqg/mbart-large-cc25-jaquad-qa): `vocabtrimmer/mbart-large-cc25-jaquad-qa-trimmed-ja` 
This model is a trimmed version of [lmqg/mbart-large-cc25-jaquad-qa](https://huggingface.co/lmqg/mbart-large-cc25-jaquad-qa) 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-jaquad-qa   | vocabtrimmer/mbart-large-cc25-jaquad-qa-trimmed-ja   |
|:---------------------------|:----------------------------------|:-----------------------------------------------------|
| parameter_size_full        | 610,852,864                       | 434,424,832                                          |
| parameter_size_embedding   | 512,057,344                       | 159,201,280                                          |
| vocab_size                 | 250,028                           | 77,735                                               |
| compression_rate_full      | 100.0                             | 71.12                                                |
| compression_rate_embedding | 100.0                             | 31.09                                                |


Following table shows the parameter used to trim vocabulary.

 | language   | dataset                     | dataset_column   | dataset_name   | dataset_split   | target_vocab_size   |   min_frequency |
|:-----------|:----------------------------|:-----------------|:---------------|:----------------|:--------------------|----------------:|
| ja         | vocabtrimmer/mc4_validation | text             | ja             | validation      |                     |               2 |
{}
transformers pytorch mbart text2text-generation autotrain_compatible endpoints_compatible region:us
TAGS
#transformers #pytorch #mbart #text2text-generation #autotrain_compatible #endpoints_compatible #region-us 

Vocabulary Trimmed lmqg/mbart-large-cc25-jaquad-qa: 'vocabtrimmer/mbart-large-cc25-jaquad-qa-trimmed-ja'
========================================================================================================


This model is a trimmed version of lmqg/mbart-large-cc25-jaquad-qa by 'vocabtrimmer', a tool for trimming vocabulary of language models to compress the model size.
Following table shows a summary of the trimming process.



Following table shows the parameter used to trim vocabulary.




TAGS
#transformers #pytorch #mbart #text2text-generation #autotrain_compatible #endpoints_compatible #region-us 
