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vocabtrimmer/xlm-v-base-xnli-es-trimmed-esvocabtrimmer, a tool for trimming vocabulary of language models to compress the model size.
Following table shows a summary of the trimming process.| vocabtrimmer/xlm-v-base-xnli-es | vocabtrimmer/xlm-v-base-xnli-es-trimmed-es | |
|---|---|---|
| parameter_size_full | 778,495,491 | 272,949,507 |
| parameter_size_embedding | 692,451,072 | 186,905,088 |
| vocab_size | 901,629 | 243,366 |
| compression_rate_full | 100.0 | 35.06 |
| compression_rate_embedding | 100.0 | 26.99 |
| language | dataset | dataset_column | dataset_name | dataset_split | target_vocab_size | min_frequency |
|---|---|---|---|---|---|---|
| es | vocabtrimmer/mc4_validation | text | es | validation | 2 |