Vocabulary Trimmed cardiffnlp/xlm-roberta-base-tweet-sentiment-de: vocabtrimmer/xlm-roberta-base-tweet-sentiment-de-trimmed-de

This model is a trimmed version of cardiffnlp/xlm-roberta-base-tweet-sentiment-de 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-de vocabtrimmer/xlm-roberta-base-tweet-sentiment-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

Following table shows the parameter used to trim vocabulary.

language dataset dataset_column dataset_name dataset_split target_vocab_size min_frequency
de vocabtrimmer/mc4_validation text de validation 2