File size: 1,656 Bytes
a676943 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 |
# Vocabulary Trimmed [lmqg/mt5-small-zhquad-qg](https://huggingface.co/lmqg/mt5-small-zhquad-qg): `lmqg/mt5-small-zhquad-qg-trimmed-50000`
This model is a trimmed version of [lmqg/mt5-small-zhquad-qg](https://huggingface.co/lmqg/mt5-small-zhquad-qg) by [`vocabtrimmer`](https://github.com/asahi417/lm-vocab-trimmer), 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-zhquad-qg | lmqg/mt5-small-zhquad-qg-trimmed-50000 |
|:---------------------------|:---------------------------|:-----------------------------------------|
| parameter_size_full | 300,165,504 | 95,264,128 |
| parameter_size_embedding | 256,103,424 | 51,202,048 |
| vocab_size | 250,101 | 50,002 |
| compression_rate_full | 100.0 | 31.74 |
| compression_rate_embedding | 100.0 | 19.99 |
Following table shows the parameter used to trim vocabulary.
| language | dataset | dataset_column | dataset_name | dataset_split | target_vocab_size | min_frequency |
|:-----------|:----------------------------|:-----------------|:---------------|:----------------|--------------------:|----------------:|
| zh | vocabtrimmer/mc4_validation | text | zh | validation | 50000 | 2 | |