FLAN family of models

GPTKB entity

Statements (59)
Predicate Object
gptkbp:instance_of gptkb:machine_learning
gptkbp:based_on gptkb:Transformers
gptkbp:can_be_used_for gptkb:translator
question answering
text generation
summarization
text classification
gptkbp:collaborated_with academic institutions
industry partners
gptkbp:designed_for few-shot learning
gptkbp:developed_by gptkb:Google_Research
gptkbp:has_achieved state-of-the-art results
gptkbp:has_applications_in gptkb:customer_service
gptkb:education
healthcare
finance
content creation
https://www.w3.org/2000/01/rdf-schema#label FLAN family of models
gptkbp:improves task performance
gptkbp:includes gptkb:FLAN-T5
FLAN-Pa LM
gptkbp:is_available_on gptkb:Google_Cloud
gptkbp:is_discussed_in AI conferences
gptkbp:is_documented_in research papers
gptkbp:is_enhanced_by fine-tuning
gptkbp:is_evaluated_by human feedback
benchmark datasets
bias and fairness
gptkbp:is_influenced_by gptkb:GPT_models
gptkbp:is_optimized_for efficiency
gptkbp:is_part_of AI ethics discussions
AI research community
AI model lifecycle management
AI model deployment strategies
AI model evaluation frameworks
AI model monitoring systems
gptkbp:is_related_to language models
gptkbp:is_scalable large datasets
gptkbp:is_supported_by gptkb:Tensor_Flow
gptkb:Py_Torch
gptkbp:is_tested_for gptkb:security
safety
robustness
generalization
gptkbp:is_trained_in diverse datasets
gptkbp:is_used_in gptkb:academic_research
industry applications
gptkbp:is_used_to automate tasks
improve user experience
drive innovation
support decision making
enhance productivity
gptkbp:performance other models
gptkbp:released_in gptkb:2022
gptkbp:supports multiple languages
gptkbp:uses natural language processing
gptkbp:utilizes transfer learning
gptkbp:bfsParent gptkb:FLAN-T5
gptkbp:bfsLayer 6