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lmqg/mt5-small-itquad-qg-ae-trimmed-50000vocabtrimmer, 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-itquad-qg-ae | lmqg/mt5-small-itquad-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 |
| language | dataset | dataset_column | dataset_name | dataset_split | target_vocab_size | min_frequency |
|---|---|---|---|---|---|---|
| it | vocabtrimmer/mc4_validation | text | it | validation | 50000 | 2 |