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README.md
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# Vocabulary Trimmed [lmqg/mt5-base-zhquad-qag](https://huggingface.co/lmqg/mt5-base-zhquad-qag): `lmqg/mt5-base-zhquad-qag-trimmed-50000`
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This model is a trimmed version of [lmqg/mt5-base-zhquad-qag](https://huggingface.co/lmqg/mt5-base-zhquad-qag) 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-zhquad-qag | lmqg/mt5-base-zhquad-qag-trimmed-50000 |
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|:---------------------------|:---------------------------|:-----------------------------------------|
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| parameter_size_full | 582,384,384 | 275,032,320 |
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| parameter_size_embedding | 384,155,136 | 76,803,072 |
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| vocab_size | 250,101 | 50,002 |
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| compression_rate_full | 100.0 | 47.23 |
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| compression_rate_embedding | 100.0 | 19.99 |
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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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| zh | vocabtrimmer/mc4_validation | text | zh | validation | 50000 | 2 |
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