Vocabulary Trimmed google/mt5-base: vocabtrimmer/mt5-base-trimmed-it-45000
This model is a trimmed version of google/mt5-base by vocabtrimmer, 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-it-45000 | |
|---|---|---|
| parameter_size_full | 582,401,280 | 267,350,784 |
| parameter_size_embedding | 384,172,032 | 69,121,536 |
| vocab_size | 250,112 | 45,001 |
| compression_rate_full | 100.0 | 45.9 |
| compression_rate_embedding | 100.0 | 17.99 |
Following table shows the parameter used to trim vocabulary.
| language | dataset | dataset_column | dataset_name | dataset_split | target_vocab_size | min_frequency |
|---|---|---|---|---|---|---|
| it | vocabtrimmer/mc4_validation | text | it | validation | 45000 | 2 |
