Properties (51)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
model
|
| gptkbp:architect |
encoder-decoder
|
| gptkbp:developedBy |
gptkb:Google_Research
|
| gptkbp:hasAccreditation |
text
|
| gptkbp:hasCountry |
220 million
|
| https://www.w3.org/2000/01/rdf-schema#label |
T5-base
|
| gptkbp:isA |
transformer model
|
| gptkbp:isAvailableIn |
Hugging Face Model Hub
|
| gptkbp:isCompatibleWith |
gptkb:PyTorch
TensorFlow |
| gptkbp:isDocumentedIn |
research papers
tutorials online courses GitHub repositories technical blogs |
| gptkbp:isEvaluatedBy |
gptkb:GLUE_benchmark
SuperGLUE benchmark SQuAD benchmark CoNLL-2003 benchmark MNLI benchmark |
| gptkbp:isKnownFor |
state-of-the-art performance
|
| gptkbp:isOptimizedFor |
few-shot learning
zero-shot learning |
| gptkbp:isPartOf |
gptkb:T5_family
GPT-2 BERT RoBERTa XLNet NLP_toolkit |
| gptkbp:isSupportedBy |
community contributions
|
| gptkbp:isTrainedIn |
supervised tasks
unsupervised tasks |
| gptkbp:isUsedFor |
dialog systems
natural language processing content creation sentiment analysis chatbots data augmentation |
| gptkbp:isUsedIn |
research papers
industry applications |
| gptkbp:isUtilizedFor |
specific tasks
|
| gptkbp:mayHave |
translation
question answering text generation text summarization text classification |
| gptkbp:providesTrainingFor |
several days
C4 dataset |
| gptkbp:releasedIn |
2020
|
| gptkbp:supports |
multiple languages
|
| gptkbp:uses |
text-to-text framework
|