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vocabtrimmer/
xlm-v-base-tweet-sentiment-it-trimmed-it

Name: xlm-v-base-tweet-sentiment-it-trimmed-it
Availability: InStock

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

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
parameter_size_full	778,495,491	227,910,147
parameter_size_embedding	692,451,072	141,865,728
vocab_size	901,629	184,721
compression_rate_full	100.0	29.28
compression_rate_embedding	100.0	20.49

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		2

vocabtrimmer/xlm-v-base-tweet-sentiment-it-trimmed-it

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

vocabtrimmer/
xlm-v-base-tweet-sentiment-it-trimmed-it

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