# Vocabulary Trimmed [facebook/mbart-large-cc25](https://huggingface.co/facebook/mbart-large-cc25): `vocabtrimmer/mbart-large-cc25-trimmed-fr` 
This model is a trimmed version of [facebook/mbart-large-cc25](https://huggingface.co/facebook/mbart-large-cc25) 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.

|                            | facebook/mbart-large-cc25   | vocabtrimmer/mbart-large-cc25-trimmed-fr   |
|:---------------------------|:----------------------------|:-------------------------------------------|
| parameter_size_full        | 610,851,840                 | 442,610,688                                |
| parameter_size_embedding   | 512,055,296                 | 175,572,992                                |
| vocab_size                 | 250,027                     | 85,729                                     |
| compression_rate_full      | 100.0                       | 72.46                                      |
| compression_rate_embedding | 100.0                       | 34.29                                      |


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 |
{}
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 facebook/mbart-large-cc25: 'vocabtrimmer/mbart-large-cc25-trimmed-fr'
========================================================================================


This model is a trimmed version of facebook/mbart-large-cc25 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 

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