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gptkbp:instanceOf
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gptkb:Artificial_Intelligence_Model
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gptkbp:architecture
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gptkb:transformation
gptkb:Boltzmann_machine
gptkb:Diffusion_Model
Large Neural Network
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gptkbp:characteristic
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Transferable
General-purpose
Pretrained
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gptkbp:describedBy
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On the Opportunities and Risks of Foundation Models (Stanford, 2021)
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gptkbp:developedBy
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gptkb:Google
gptkb:Microsoft
gptkb:OpenAI
gptkb:Meta
gptkb:Anthropic
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gptkbp:enables
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gptkb:Prompt_Engineering
Few-shot Learning
Zero-shot Learning
Fine-tuning
Downstream Tasks
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gptkbp:example
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gptkb:CLIP
gptkb:DALL-E
gptkb:GPT-3
gptkb:LLaMA
gptkb:PaLM
gptkb:BERT
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gptkbp:firstDescribed
|
2021
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gptkbp:input
|
gptkb:DVD
gptkb:illustrator
gptkb:text
Audio
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gptkbp:output
|
gptkb:DVD
gptkb:illustrator
gptkb:text
Audio
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gptkbp:relatedTo
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gptkb:Self-supervised_Learning
Transfer Learning
Large Language Model
Multimodal Model
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gptkbp:riskFactor
|
Security
Privacy
Misinformation
Environmental Impact
Bias
Hallucination
Misuse
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gptkbp:trainer
|
Large-scale Datasets
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gptkbp:usedFor
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gptkb:Computer_Vision
gptkb:translator
gptkb:Natural_Language_Processing
gptkb:Question_Answering
gptkb:Speech_Recognition
Text Generation
Summarization
Image Generation
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gptkbp:bfsParent
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gptkb:Large_Language_Models
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gptkbp:bfsLayer
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7
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https://www.w3.org/2000/01/rdf-schema#label
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Foundation Model
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