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README.md
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# Vocabulary Trimmed [vocabtrimmer/xlm-roberta-base-xnli-de](https://huggingface.co/vocabtrimmer/xlm-roberta-base-xnli-de): `vocabtrimmer/xlm-roberta-base-xnli-de-trimmed-de-5000`
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This model is a trimmed version of [vocabtrimmer/xlm-roberta-base-xnli-de](https://huggingface.co/vocabtrimmer/xlm-roberta-base-xnli-de) 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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| | vocabtrimmer/xlm-roberta-base-xnli-de | vocabtrimmer/xlm-roberta-base-xnli-de-trimmed-de-5000 |
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|:---------------------------|:----------------------------------------|:--------------------------------------------------------|
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| parameter_size_full | 278,045,955 | 89,885,955 |
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| parameter_size_embedding | 192,001,536 | 3,841,536 |
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| vocab_size | 250,002 | 5,002 |
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| compression_rate_full | 100.0 | 32.33 |
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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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| de | vocabtrimmer/mc4_validation | text | de | validation | 5000 | 2 |
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