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README.md
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# Vocabulary Trimmed [lmqg/mt5-base-jaquad-qg](https://huggingface.co/lmqg/mt5-base-jaquad-qg): `vocabtrimmer/mt5-base-jaquad-qg-trimmed`
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This model is a trimmed version of [lmqg/mt5-base-jaquad-qg](https://huggingface.co/lmqg/mt5-base-jaquad-qg) by [`vocabtrimmer`](https://github.com/asahi417/lm-vocab-trimmer), a tool for trimming vocabulary of language models to compress the model size.
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Following table shows a summary of the trimming process.
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| | lmqg/mt5-base-jaquad-qg | vocabtrimmer/mt5-base-jaquad-qg-trimmed |
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|:---------------------------|:--------------------------|:------------------------------------------|
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| parameter_size_full | 582,384,384 | 391,617,792 |
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| parameter_size_embedding | 384,155,136 | 193,388,544 |
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| vocab_size | 250,101 | 125,904 |
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| compression_rate_full | 100.0 | 67.24 |
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| compression_rate_embedding | 100.0 | 50.34 |
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Following table shows the parameter used to trim vocabulary.
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| language | dataset | dataset_column | dataset_name | dataset_split | target_vocab_size | min_frequency |
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|:-----------|:----------------------------|:-----------------|:---------------|:----------------|:--------------------|----------------:|
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| ja | vocabtrimmer/mc4_validation | text | ja | validation | | 2 |
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