# Vocabulary Trimmed [lmqg/mbart-large-cc25-esquad-qa](https://huggingface.co/lmqg/mbart-large-cc25-esquad-qa): `vocabtrimmer/mbart-large-cc25-esquad-qa-trimmed-es-10000` 
This model is a trimmed version of [lmqg/mbart-large-cc25-esquad-qa](https://huggingface.co/lmqg/mbart-large-cc25-esquad-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-esquad-qa   | vocabtrimmer/mbart-large-cc25-esquad-qa-trimmed-es-10000   |
|:---------------------------|:----------------------------------|:-----------------------------------------------------------|
| parameter_size_full        | 610,852,864                       | 365,068,288                                                |
| parameter_size_embedding   | 512,057,344                       | 20,488,192                                                 |
| vocab_size                 | 250,028                           | 10,004                                                     |
| compression_rate_full      | 100.0                             | 59.76                                                      |
| compression_rate_embedding | 100.0                             | 4.0                                                        |


Following table shows the parameter used to trim vocabulary.

 | language   | dataset                     | dataset_column   | dataset_name   | dataset_split   |   target_vocab_size |   min_frequency |
|:-----------|:----------------------------|:-----------------|:---------------|:----------------|--------------------:|----------------:|
| es         | vocabtrimmer/mc4_validation | text             | es             | validation      |               10000 |               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-esquad-qa: 'vocabtrimmer/mbart-large-cc25-esquad-qa-trimmed-es-10000'
==============================================================================================================


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