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gptkbp:instanceOf
|
gptkb:large_language_model
|
|
gptkbp:architecture
|
gptkb:transformation
|
|
gptkbp:author
|
gptkb:Jacob_Devlin
gptkb:Kenton_Lee
gptkb:Ming-Wei_Chang
gptkb:Kristina_Toutanova
|
|
gptkbp:availableOn
|
gptkb:Hugging_Face_Model_Hub
gptkb:TensorFlow_Hub
|
|
gptkbp:caseSensitive
|
uncased and cased versions available
|
|
gptkbp:developedBy
|
gptkb:Google_AI
|
|
gptkbp:fineTunedWith
|
yes
|
|
gptkbp:hiddenSize
|
768
|
|
gptkbp:input
|
WordPiece embeddings
|
|
gptkbp:language
|
English
|
|
gptkbp:level
|
12
|
|
gptkbp:notablePublication
|
gptkb:BERT:_Pre-training_of_Deep_Bidirectional_Transformers_for_Language_Understanding
|
|
gptkbp:numberOfAttentionHeads
|
12
|
|
gptkbp:openSource
|
yes
|
|
gptkbp:parameter
|
110 million
|
|
gptkbp:pretrainingTasks
|
masked language modeling
next sentence prediction
|
|
gptkbp:publishedIn
|
gptkb:NAACL_2019
|
|
gptkbp:releaseYear
|
2018
|
|
gptkbp:tokenizerType
|
gptkb:WordPiece
|
|
gptkbp:trainer
|
gptkb:English_Wikipedia
gptkb:BooksCorpus
|
|
gptkbp:usedFor
|
question answering
natural language understanding
sentiment analysis
text classification
named entity recognition
|
|
gptkbp:bfsParent
|
gptkb:MobileBERT
gptkb:TinyBERT
|
|
gptkbp:bfsLayer
|
9
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
BERT-base
|