Vocabulary Trimmed lmqg/mbart-large-cc25-frquad-qg: vocabtrimmer/mbart-large-cc25-frquad-qg-trimmed-fr

This model is a trimmed version of lmqg/mbart-large-cc25-frquad-qg 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-frquad-qg	vocabtrimmer/mbart-large-cc25-frquad-qg-trimmed-fr
parameter_size_full	610,852,864	442,588,160
parameter_size_embedding	256,028,672	87,763,968
vocab_size	250,028	85,707
compression_rate_full	100.0	72.45
compression_rate_embedding	100.0	34.28

Following table shows the parameter used to trim vocabulary.

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