Vocabulary Trimmed intfloat/multilingual-e5-large: nicolaebanari/me5-large-trimmed-nl-test

This model is a trimmed version of intfloat/multilingual-e5-large by vocabtrimmer, a tool for trimming vocabulary of language models to compress the model size. Following table shows a summary of the trimming process.

	intfloat/multilingual-e5-large	nicolaebanari/me5-large-trimmed-nl-test
parameter_size_full	559,890,432	355,090,432
parameter_size_embedding	256,002,048	51,202,048
vocab_size	250,002	50,002
compression_rate_full	100.0	63.42
compression_rate_embedding	100.0	20.0

Following table shows the parameter used to trim vocabulary.

language	dataset	dataset_column	dataset_name	dataset_split	target_vocab_size	min_frequency
nl	allenai/c4	text	nl	validation	50000	2