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

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
parameter_size_full	278,045,955	219,090,435
parameter_size_embedding	192,001,536	133,046,016
vocab_size	250,002	173,237
compression_rate_full	100.0	78.8
compression_rate_embedding	100.0	69.29

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		2