# Vocabulary Trimmed [vocabtrimmer/xlm-v-base-xnli-ar](https://huggingface.co/vocabtrimmer/xlm-v-base-xnli-ar): `vocabtrimmer/xlm-v-base-xnli-ar-trimmed-ar` 
This model is a trimmed version of [vocabtrimmer/xlm-v-base-xnli-ar](https://huggingface.co/vocabtrimmer/xlm-v-base-xnli-ar) 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.

|                            | vocabtrimmer/xlm-v-base-xnli-ar   | vocabtrimmer/xlm-v-base-xnli-ar-trimmed-ar   |
|:---------------------------|:----------------------------------|:---------------------------------------------|
| parameter_size_full        | 778,495,491                       | 157,462,275                                  |
| parameter_size_embedding   | 692,451,072                       | 71,417,856                                   |
| vocab_size                 | 901,629                           | 92,992                                       |
| compression_rate_full      | 100.0                             | 20.23                                        |
| compression_rate_embedding | 100.0                             | 10.31                                        |


Following table shows the parameter used to trim vocabulary.

 | language   | dataset                     | dataset_column   | dataset_name   | dataset_split   | target_vocab_size   |   min_frequency |
|:-----------|:----------------------------|:-----------------|:---------------|:----------------|:--------------------|----------------:|
| ar         | vocabtrimmer/mc4_validation | text             | ar             | 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 vocabtrimmer/xlm-v-base-xnli-ar: 'vocabtrimmer/xlm-v-base-xnli-ar-trimmed-ar'
================================================================================================


This model is a trimmed version of vocabtrimmer/xlm-v-base-xnli-ar 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 
