# Vocabulary Trimmed [cardiffnlp/xlm-roberta-base-tweet-sentiment-de](https://huggingface.co/cardiffnlp/xlm-roberta-base-tweet-sentiment-de): `vocabtrimmer/xlm-roberta-base-tweet-sentiment-de-trimmed-de-10000` 
This model is a trimmed version of [cardiffnlp/xlm-roberta-base-tweet-sentiment-de](https://huggingface.co/cardiffnlp/xlm-roberta-base-tweet-sentiment-de) 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.

|                            | cardiffnlp/xlm-roberta-base-tweet-sentiment-de   | vocabtrimmer/xlm-roberta-base-tweet-sentiment-de-trimmed-de-10000   |
|:---------------------------|:-------------------------------------------------|:--------------------------------------------------------------------|
| parameter_size_full        | 278,045,955                                      | 93,725,955                                                          |
| parameter_size_embedding   | 192,001,536                                      | 7,681,536                                                           |
| vocab_size                 | 250,002                                          | 10,002                                                              |
| compression_rate_full      | 100.0                                            | 33.71                                                               |
| 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 |
|:-----------|:----------------------------|:-----------------|:---------------|:----------------|--------------------:|----------------:|
| de         | vocabtrimmer/mc4_validation | text             | de             | validation      |               10000 |               2 |
{}
transformers pytorch xlm-roberta text-classification autotrain_compatible endpoints_compatible region:us
TAGS
#transformers #pytorch #xlm-roberta #text-classification #autotrain_compatible #endpoints_compatible #region-us 

Vocabulary Trimmed cardiffnlp/xlm-roberta-base-tweet-sentiment-de: 'vocabtrimmer/xlm-roberta-base-tweet-sentiment-de-trimmed-de-10000'
======================================================================================================================================


This model is a trimmed version of cardiffnlp/xlm-roberta-base-tweet-sentiment-de 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 #xlm-roberta #text-classification #autotrain_compatible #endpoints_compatible #region-us 

TAGS
#transformers #pytorch #xlm-roberta #text-classification #autotrain_compatible #endpoints_compatible #region-us 
