Views
No views yet
vocabtrimmer/xlm-roberta-large-trimmed-esvocabtrimmer, a tool for trimming vocabulary of language models to compress the model size.
Following table shows a summary of the trimming process.| xlm-roberta-large | vocabtrimmer/xlm-roberta-large-trimmed-es | |
|---|---|---|
| parameter_size_full | 560,142,482 | 393,147,432 |
| parameter_size_embedding | 256,002,048 | 89,169,920 |
| vocab_size | 250,002 | 87,080 |
| compression_rate_full | 100.0 | 70.19 |
| compression_rate_embedding | 100.0 | 34.83 |
| language | dataset | dataset_column | dataset_name | dataset_split | target_vocab_size | min_frequency |
|---|---|---|---|---|---|---|
| es | vocabtrimmer/mc4_validation | text | es | validation | 2 |