Views
No views yet
vocabtrimmer/xlm-v-base-tweet-sentiment-es-trimmed-es-60000vocabtrimmer, a tool for trimming vocabulary of language models to compress the model size.
Following table shows a summary of the trimming process.| cardiffnlp/xlm-v-base-tweet-sentiment-es | vocabtrimmer/xlm-v-base-tweet-sentiment-es-trimmed-es-60000 | |
|---|---|---|
| parameter_size_full | 778,495,491 | 132,125,955 |
| parameter_size_embedding | 692,451,072 | 46,081,536 |
| vocab_size | 901,629 | 60,002 |
| compression_rate_full | 100.0 | 16.97 |
| compression_rate_embedding | 100.0 | 6.65 |
| language | dataset | dataset_column | dataset_name | dataset_split | target_vocab_size | min_frequency |
|---|---|---|---|---|---|---|
| es | vocabtrimmer/mc4_validation | text | es | validation | 60000 | 2 |