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Get basic information of BERT models.
BERT_info(models = NULL)
A data.table:
model name
model type
number of parameters
vocabulary size (of input token embeddings)
embedding dimensions (of input token embeddings)
hidden layers
attention heads
[MASK] token
A character vector of model names at HuggingFace.
BERT_download
BERT_vocab
if (FALSE) { models = c("bert-base-uncased", "bert-base-cased") BERT_info(models) BERT_info() # information of all downloaded models # speed: ~1.2s/model for first use; <1s afterwards }
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