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

|                            | xlm-roberta-base   | vocabtrimmer/xlm-roberta-base-trimmed-fr   |
|:---------------------------|:-------------------|:-------------------------------------------|
| parameter_size_full        | 278,295,186        | 151,950,024                                |
| parameter_size_embedding   | 192,001,536        | 65,820,672                                 |
| vocab_size                 | 250,002            | 85,704                                     |
| compression_rate_full      | 100.0              | 54.6                                       |
| compression_rate_embedding | 100.0              | 34.28                                      |


Following table shows the parameter used to trim vocabulary.

 | language   | dataset                     | dataset_column   | dataset_name   | dataset_split   | target_vocab_size   |   min_frequency |
|:-----------|:----------------------------|:-----------------|:---------------|:----------------|:--------------------|----------------:|
| fr         | vocabtrimmer/mc4_validation | text             | fr             | validation      |                     |               2 |