Vocabulary Trimmed lmqg/mt5-small-squad-qg: vocabtrimmer/mt5-small-squad-qg-trimmed-en-60000
This model is a trimmed version of lmqg/mt5-small-squad-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-small-squad-qg | vocabtrimmer/mt5-small-squad-qg-trimmed-en-60000 | |
|---|---|---|
| parameter_size_full | 300,165,504 | 105,504,128 |
| parameter_size_embedding | 256,103,424 | 61,442,048 |
| vocab_size | 250,101 | 60,002 |
| compression_rate_full | 100.0 | 35.15 |
| compression_rate_embedding | 100.0 | 23.99 |
Following table shows the parameter used to trim vocabulary.
| language | dataset | dataset_column | dataset_name | dataset_split | target_vocab_size | min_frequency |
|---|---|---|---|---|---|---|
| en | vocabtrimmer/mc4_validation | text | en | validation | 60000 | 2 |
