# Vocabulary Trimmed [lmqg/mbart-large-cc25-squad-qa](https://huggingface.co/lmqg/mbart-large-cc25-squad-qa): `vocabtrimmer/mbart-large-cc25-squad-qa-trimmed-en-60000` 
This model is a trimmed version of [lmqg/mbart-large-cc25-squad-qa](https://huggingface.co/lmqg/mbart-large-cc25-squad-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-squad-qa   | vocabtrimmer/mbart-large-cc25-squad-qa-trimmed-en-60000   |
|:---------------------------|:---------------------------------|:----------------------------------------------------------|
| parameter_size_full        | 610,852,864                      | 416,267,264                                               |
| parameter_size_embedding   | 512,057,344                      | 122,886,144                                               |
| vocab_size                 | 250,028                          | 60,003                                                    |
| compression_rate_full      | 100.0                            | 68.15                                                     |
| compression_rate_embedding | 100.0                            | 24.0                                                      |


Following table shows the parameter used to trim vocabulary.

 | language   | dataset                     | dataset_column   | dataset_name   | dataset_split   |   target_vocab_size |   min_frequency |
|:-----------|:----------------------------|:-----------------|:---------------|:----------------|--------------------:|----------------:|
| en         | vocabtrimmer/mc4_validation | text             | en             | validation      |               60000 |               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-squad-qa: 'vocabtrimmer/mbart-large-cc25-squad-qa-trimmed-en-60000'
============================================================================================================


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

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