Vocabulary Trimmed lmqg/mbart-large-cc25-frquad-qa: vocabtrimmer/mbart-large-cc25-frquad-qa-trimmed-fr
This model is a trimmed version of lmqg/mbart-large-cc25-frquad-qa by vocabtrimmer, a tool for trimming vocabulary of language models to compress the model size.
Following table shows a summary of the trimming process.
| lmqg/mbart-large-cc25-frquad-qa | vocabtrimmer/mbart-large-cc25-frquad-qa-trimmed-fr | |
|---|---|---|
| parameter_size_full | 610,852,864 | 442,588,160 |
| parameter_size_embedding | 512,057,344 | 175,527,936 |
| vocab_size | 250,028 | 85,707 |
| compression_rate_full | 100.0 | 72.45 |
| compression_rate_embedding | 100.0 | 34.28 |
Following table shows the parameter used to trim vocabulary.
| language | dataset | dataset_column | dataset_name | dataset_split | target_vocab_size | min_frequency |
|---|---|---|---|---|---|---|
| fr | vocabtrimmer/mc4_validation | text | fr | validation | 2 |