Vocabulary Trimmed cardiffnlp/xlm-roberta-base-tweet-sentiment-en: vocabtrimmer/xlm-roberta-base-tweet-sentiment-en-trimmed-en-10000

This model is a trimmed version of cardiffnlp/xlm-roberta-base-tweet-sentiment-en 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-en	vocabtrimmer/xlm-roberta-base-tweet-sentiment-en-trimmed-en-10000
parameter_size_full	278,045,955	93,725,955
parameter_size_embedding	192,001,536	7,681,536
vocab_size	250,002	10,002
compression_rate_full	100.0	33.71
compression_rate_embedding	100.0	4.0

Following table shows the parameter used to trim vocabulary.

language	dataset	dataset_column	dataset_name	dataset_split	target_vocab_size	min_frequency
en	vocabtrimmer/mc4_validation	text	en	validation	10000	2