# Vocabulary Trimmed [lmqg/mt5-base-ruquad-qg](https://huggingface.co/lmqg/mt5-base-ruquad-qg): `vocabtrimmer/mt5-base-ruquad-qg-trimmed-120000` 
This model is a trimmed version of [lmqg/mt5-base-ruquad-qg](https://huggingface.co/lmqg/mt5-base-ruquad-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/mt5-base-ruquad-qg   | vocabtrimmer/mt5-base-ruquad-qg-trimmed-120000   |
|:---------------------------|:--------------------------|:-------------------------------------------------|
| parameter_size_full        | 582,384,384               | 382,552,320                                      |
| parameter_size_embedding   | 384,155,136               | 184,323,072                                      |
| vocab_size                 | 250,101                   | 120,002                                          |
| compression_rate_full      | 100.0                     | 65.69                                            |
| compression_rate_embedding | 100.0                     | 47.98                                            |


Following table shows the parameter used to trim vocabulary.

 | language   | dataset                     | dataset_column   | dataset_name   | dataset_split   |   target_vocab_size |   min_frequency |
|:-----------|:----------------------------|:-----------------|:---------------|:----------------|--------------------:|----------------:|
| ru         | vocabtrimmer/mc4_validation | text             | ru             | validation      |              120000 |               2 |
{}
transformers pytorch mt5 text2text-generation autotrain_compatible endpoints_compatible text-generation-inference region:us
TAGS
#transformers #pytorch #mt5 #text2text-generation #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us 

Vocabulary Trimmed lmqg/mt5-base-ruquad-qg: 'vocabtrimmer/mt5-base-ruquad-qg-trimmed-120000'
============================================================================================


This model is a trimmed version of lmqg/mt5-base-ruquad-qg 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 #mt5 #text2text-generation #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us 

TAGS
#transformers #pytorch #mt5 #text2text-generation #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us 
