Vocabulary Trimmed cardiffnlp/xlm-v-base-tweet-sentiment-it: vocabtrimmer/xlm-v-base-tweet-sentiment-it-trimmed-it-10000

This model is a trimmed version of cardiffnlp/xlm-v-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-v-base-tweet-sentiment-it vocabtrimmer/xlm-v-base-tweet-sentiment-it-trimmed-it-10000
parameter_size_full 778,495,491 93,725,955
parameter_size_embedding 692,451,072 7,681,536
vocab_size 901,629 10,002
compression_rate_full 100.0 12.04
compression_rate_embedding 100.0 1.11

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 10000 2