Vocabulary Trimmed lmqg/mbart-large-cc25-squad-qa: vocabtrimmer/mbart-large-cc25-squad-qa-trimmed-en

This model is a trimmed version of lmqg/mbart-large-cc25-squad-qa by vocabtrimmer, a tool for trimming vocabulary of language models to compress the model size. Following table shows a summary of the trimming process.

	lmqg/mbart-large-cc25-squad-qa	vocabtrimmer/mbart-large-cc25-squad-qa-trimmed-en
parameter_size_full	610,852,864	532,235,264
parameter_size_embedding	256,028,672	177,411,072
vocab_size	250,028	173,253
compression_rate_full	100.0	87.13
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