| # Vocabulary Trimmed [lmqg/mt5-small-dequad-qg-ae](https://huggingface.co/lmqg/mt5-small-dequad-qg-ae): `lmqg/mt5-small-dequad-qg-ae-trimmed-50000` | |
| This model is a trimmed version of [lmqg/mt5-small-dequad-qg-ae](https://huggingface.co/lmqg/mt5-small-dequad-qg-ae) 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-small-dequad-qg-ae | lmqg/mt5-small-dequad-qg-ae-trimmed-50000 | | |
| |:---------------------------|:------------------------------|:--------------------------------------------| | |
| | parameter_size_full | 300,165,504 | 95,264,128 | | |
| | parameter_size_embedding | 256,103,424 | 51,202,048 | | |
| | vocab_size | 250,101 | 50,002 | | |
| | compression_rate_full | 100.0 | 31.74 | | |
| | compression_rate_embedding | 100.0 | 19.99 | | |
| 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 | 50000 | 2 | |