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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 | 256,028,672 | 87,763,968 | |
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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 | |