Vocabulary Trimmed cardiffnlp/xlm-v-base-tweet-sentiment-it: vocabtrimmer/xlm-v-base-tweet-sentiment-it-trimmed-it-5000

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-5000
parameter_size_full	778,495,491	89,885,955
parameter_size_embedding	692,451,072	3,841,536
vocab_size	901,629	5,002
compression_rate_full	100.0	11.55
compression_rate_embedding	100.0	0.55

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	5000	2