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README.md
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# Vocabulary Trimmed [lmqg/mbart-large-cc25-frquad-qa](https://huggingface.co/lmqg/mbart-large-cc25-frquad-qa): `vocabtrimmer/mbart-large-cc25-frquad-qa-trimmed-fr`
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This model is a trimmed version of [lmqg/mbart-large-cc25-frquad-qa](https://huggingface.co/lmqg/mbart-large-cc25-frquad-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/mbart-large-cc25-frquad-qa | vocabtrimmer/mbart-large-cc25-frquad-qa-trimmed-fr |
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|:---------------------------|:----------------------------------|:-----------------------------------------------------|
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| parameter_size_full | 610,852,864 | 442,588,160 |
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| parameter_size_embedding | 512,057,344 | 175,527,936 |
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| vocab_size | 250,028 | 85,707 |
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| compression_rate_full | 100.0 | 72.45 |
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| compression_rate_embedding | 100.0 | 34.28 |
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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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| fr | vocabtrimmer/mc4_validation | text | fr | validation | | 2 |
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