# Vocabulary Trimmed [cardiffnlp/xlm-v-base-tweet-sentiment-es](https://huggingface.co/cardiffnlp/xlm-v-base-tweet-sentiment-es): `vocabtrimmer/xlm-v-base-tweet-sentiment-es-trimmed-es` 
This model is a trimmed version of [cardiffnlp/xlm-v-base-tweet-sentiment-es](https://huggingface.co/cardiffnlp/xlm-v-base-tweet-sentiment-es) 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-v-base-tweet-sentiment-es   | vocabtrimmer/xlm-v-base-tweet-sentiment-es-trimmed-es   |
|:---------------------------|:-------------------------------------------|:--------------------------------------------------------|
| parameter_size_full        | 778,495,491                                | 272,949,507                                             |
| parameter_size_embedding   | 692,451,072                                | 186,905,088                                             |
| vocab_size                 | 901,629                                    | 243,366                                                 |
| compression_rate_full      | 100.0                                      | 35.06                                                   |
| compression_rate_embedding | 100.0                                      | 26.99                                                   |


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      |                     |               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-v-base-tweet-sentiment-es: 'vocabtrimmer/xlm-v-base-tweet-sentiment-es-trimmed-es'
====================================================================================================================


This model is a trimmed version of cardiffnlp/xlm-v-base-tweet-sentiment-es 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 
