Vocabulary Trimmed cardiffnlp/xlm-roberta-base-tweet-sentiment-it: vocabtrimmer/xlm-roberta-base-tweet-sentiment-it-trimmed-it
This model is a trimmed version of cardiffnlp/xlm-roberta-base-tweet-sentiment-it by vocabtrimmer, a tool for trimming vocabulary of language models to compress the model size.
Following table shows a summary of the trimming process.
| cardiffnlp/xlm-roberta-base-tweet-sentiment-it | vocabtrimmer/xlm-roberta-base-tweet-sentiment-it-trimmed-it | |
|---|---|---|
| parameter_size_full | 278,045,955 | 138,116,355 |
| parameter_size_embedding | 192,001,536 | 52,071,936 |
| vocab_size | 250,002 | 67,802 |
| compression_rate_full | 100.0 | 49.67 |
| compression_rate_embedding | 100.0 | 27.12 |
Following table shows the parameter used to trim vocabulary.
| language | dataset | dataset_column | dataset_name | dataset_split | target_vocab_size | min_frequency |
|---|---|---|---|---|---|---|
| it | vocabtrimmer/mc4_validation | text | it | validation | 2 |
