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README.md
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# Vocabulary Trimmed [lmqg/mt5-small-koquad-qa](https://huggingface.co/lmqg/mt5-small-koquad-qa): `vocabtrimmer/mt5-small-koquad-qa-trimmed-ko-5000`
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This model is a trimmed version of [lmqg/mt5-small-koquad-qa](https://huggingface.co/lmqg/mt5-small-koquad-qa) 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-small-koquad-qa | vocabtrimmer/mt5-small-koquad-qa-trimmed-ko-5000 |
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|:---------------------------|:---------------------------|:---------------------------------------------------|
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| parameter_size_full | 300,165,504 | 49,184,128 |
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| parameter_size_embedding | 256,103,424 | 5,122,048 |
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| vocab_size | 250,101 | 5,002 |
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| compression_rate_full | 100.0 | 16.39 |
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| compression_rate_embedding | 100.0 | 2.0 |
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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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| ko | vocabtrimmer/mc4_validation | text | ko | validation | 5000 | 2 |
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