You can deploy this model and start earning money today!

vocabtrimmer/
xlm-v-base-tweet-sentiment-it-trimmed-it-15000

Name: xlm-v-base-tweet-sentiment-it-trimmed-it-15000
Availability: InStock

Views

No views yet

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

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-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
it	vocabtrimmer/mc4_validation	text	it	validation	15000	2

vocabtrimmer/xlm-v-base-tweet-sentiment-it-trimmed-it-15000

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

vocabtrimmer/
xlm-v-base-tweet-sentiment-it-trimmed-it-15000

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