Vocabulary Trimmed cardiffnlp/xlm-v-base-tweet-sentiment-pt: vocabtrimmer/xlm-v-base-tweet-sentiment-pt-trimmed-pt-15000

This model is a trimmed version of cardiffnlp/xlm-v-base-tweet-sentiment-pt 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-pt	vocabtrimmer/xlm-v-base-tweet-sentiment-pt-trimmed-pt-15000
parameter_size_full	778,495,491	97,565,955
parameter_size_embedding	692,451,072	11,521,536
vocab_size	901,629	15,002
compression_rate_full	100.0	12.53
compression_rate_embedding	100.0	1.66

Following table shows the parameter used to trim vocabulary.

language	dataset	dataset_column	dataset_name	dataset_split	target_vocab_size	min_frequency
pt	vocabtrimmer/mc4_validation	text	pt	validation	15000	2