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vocabtrimmer/mbart-large-cc25-trimmed-esvocabtrimmer, a tool for trimming vocabulary of language models to compress the model size.
Following table shows a summary of the trimming process.| facebook/mbart-large-cc25 | vocabtrimmer/mbart-large-cc25-trimmed-es | |
|---|---|---|
| parameter_size_full | 610,851,840 | 444,019,712 |
| parameter_size_embedding | 512,055,296 | 178,391,040 |
| vocab_size | 250,027 | 87,105 |
| compression_rate_full | 100.0 | 72.69 |
| compression_rate_embedding | 100.0 | 34.84 |
| language | dataset | dataset_column | dataset_name | dataset_split | target_vocab_size | min_frequency |
|---|---|---|---|---|---|---|
| es | vocabtrimmer/mc4_validation | text | es | validation | 2 |