Vocabulary Trimmed lmqg/mt5-base-ruquad-qg: vocabtrimmer/mt5-base-ruquad-qg-trimmed
This model is a trimmed version of lmqg/mt5-base-ruquad-qg 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/mt5-base-ruquad-qg | vocabtrimmer/mt5-base-ruquad-qg-trimmed | |
|---|---|---|
| parameter_size_full | 582,384,384 | 425,182,464 |
| parameter_size_embedding | 384,155,136 | 226,953,216 |
| vocab_size | 250,101 | 147,756 |
| compression_rate_full | 100.0 | 73.01 |
| compression_rate_embedding | 100.0 | 59.08 |
Following table shows the parameter used to trim vocabulary.
| language | dataset | dataset_column | dataset_name | dataset_split | target_vocab_size | min_frequency |
|---|---|---|---|---|---|---|
| ru | vocabtrimmer/mc4_validation | text | ru | validation | 2 |
