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vocabtrimmer/xlm-roberta-base-xnli-de-trimmed-devocabtrimmer, a tool for trimming vocabulary of language models to compress the model size.
Following table shows a summary of the trimming process.| vocabtrimmer/xlm-roberta-base-xnli-de | vocabtrimmer/xlm-roberta-base-xnli-de-trimmed-de | |
|---|---|---|
| parameter_size_full | 278,045,955 | 156,466,947 |
| parameter_size_embedding | 192,001,536 | 70,422,528 |
| vocab_size | 250,002 | 91,696 |
| compression_rate_full | 100.0 | 56.27 |
| compression_rate_embedding | 100.0 | 36.68 |
| language | dataset | dataset_column | dataset_name | dataset_split | target_vocab_size | min_frequency |
|---|---|---|---|---|---|---|
| de | vocabtrimmer/mc4_validation | text | de | validation | 2 |