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23a48f2 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 | # Vocabulary Trimmed [google/mt5-base](https://huggingface.co/google/mt5-base): `vocabtrimmer/mt5-base-trimmed-de`
This model is a trimmed version of [google/mt5-base](https://huggingface.co/google/mt5-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.
| | google/mt5-base | vocabtrimmer/mt5-base-trimmed-de |
|:---------------------------|:------------------|:-----------------------------------|
| parameter_size_full | 582,401,280 | 409,608,960 |
| parameter_size_embedding | 384,172,032 | 211,379,712 |
| vocab_size | 250,112 | 137,617 |
| compression_rate_full | 100.0 | 70.33 |
| compression_rate_embedding | 100.0 | 55.02 |
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 | | 2 | |