Statements (63)
| Predicate | Object |
|---|---|
| gptkbp:instance_of |
gptkb:Transformers
|
| gptkbp:application |
gptkb:translator
Question answering Text classification Text summarization |
| gptkbp:architecture |
gptkb:Transformers
|
| gptkbp:community_support |
Active community
|
| gptkbp:developed_by |
gptkb:Google_Research
|
| gptkbp:evaluates |
gptkb:TREC
gptkb:GLUE gptkb:SQu_AD gptkb:MNLI |
| https://www.w3.org/2000/01/rdf-schema#label |
T5-base
|
| gptkbp:is_a_framework_for |
gptkb:Tensor_Flow
gptkb:Py_Torch |
| gptkbp:is_tasked_with |
gptkb:Natural_Language_Processing
|
| gptkbp:language |
English
Pretrained model |
| gptkbp:latest_version |
Base version
|
| gptkbp:license |
Apache License 2.0
|
| gptkbp:model |
220 million parameters
|
| gptkbp:pretraining_objective |
Text-to-text
|
| gptkbp:provides_information_on |
gptkb:Wikipedia
gptkb:Web_Text C4 dataset Books Corpus |
| gptkbp:release_date |
gptkb:2020
|
| gptkbp:release_type |
Open-source
|
| gptkbp:successor |
gptkb:T5-large
gptkb:T5-11_B gptkb:T5-3_B |
| gptkbp:tuning |
Supervised Learning
|
| gptkbp:use_case |
Chatbots
Sentiment analysis Speech recognition Code generation Search engines Data augmentation Market analysis Information retrieval Named entity recognition Video analysis Recommendation systems Data extraction Personal assistants Social media analysis Survey analysis Dialogue systems Content generation Text completion Image captioning Text transformation E-learning tools Text entailment Customer support automation Legal document analysis Creative writing assistance Academic research assistance Financial report generation Grammar correction Medical text analysis |
| gptkbp:bfsParent |
gptkb:Transformers
|
| gptkbp:bfsLayer |
4
|