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vocabtrimmer/mt5-small-trimmed-ja
mt5-small-trimmed-ja is a machine learning model from vocabtrimmer. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers.
This model is a trimmed version of google/mt5-small by vocabtrimmer, a tool for trimming vocabulary of language models to compress the model size. Following table shows a summary of the trimming process.
Downloads · 30 days
18
5% of all-time downloads
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From the Hugging Face model README
vocabtrimmer/mt5-small-trimmed-jaThis model is a trimmed version of google/mt5-small by vocabtrimmer, a tool for trimming vocabulary of language models to compress the model size.
Following table shows a summary of the trimming process.
| google/mt5-small | vocabtrimmer/mt5-small-trimmed-ja | |
|---|---|---|
| parameter_size_full | 300,176,768 | 172,986,752 |
| parameter_size_embedding | 256,114,688 | 128,924,672 |
| vocab_size | 250,112 | 125,903 |
| compression_rate_full | 100.0 | 57.63 |
| compression_rate_embedding | 100.0 | 50.34 |
Following table shows the parameter used to trim vocabulary.
| language | dataset | dataset_column | dataset_name | dataset_split | target_vocab_size | min_frequency |
|---|---|---|---|---|---|---|
| ja | vocabtrimmer/mc4_validation | text | ja | validation | 2 |