Vocabulary Trimmed cardiffnlp/xlm-v-base-tweet-sentiment-ar: vocabtrimmer/xlm-v-base-tweet-sentiment-ar-trimmed-ar

This model is a trimmed version of cardiffnlp/xlm-v-base-tweet-sentiment-ar 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-v-base-tweet-sentiment-ar vocabtrimmer/xlm-v-base-tweet-sentiment-ar-trimmed-ar
parameter_size_full 778,495,491 157,462,275
parameter_size_embedding 692,451,072 71,417,856
vocab_size 901,629 92,992
compression_rate_full 100.0 20.23
compression_rate_embedding 100.0 10.31

Following table shows the parameter used to trim vocabulary.

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