|
gptkbp:instance_of
|
gptkb:translator
|
|
gptkbp:application
|
natural language processing
|
|
gptkbp:architecture
|
gptkb:Transformers
|
|
gptkbp:available_on
|
gptkb:Hugging_Face_Model_Hub
|
|
gptkbp:collaboration
|
universities
international research teams
|
|
gptkbp:collaborations
|
yes
|
|
gptkbp:collaborative_projects
|
yes
|
|
gptkbp:community_support
|
active
|
|
gptkbp:contribution
|
open datasets
|
|
gptkbp:developed_by
|
gptkb:Facebook_AI_Research
|
|
gptkbp:evaluates
|
gptkb:WMT
ongoing
human evaluation
|
|
gptkbp:feedback_mechanism
|
continuous improvement
|
|
gptkbp:focus_area
|
yes
|
|
gptkbp:future_prospects
|
improving accuracy
|
|
gptkbp:goal
|
zero-shot translation
|
|
gptkbp:has_documentation
|
available
|
|
https://www.w3.org/2000/01/rdf-schema#label
|
M2 M-100 model family
|
|
gptkbp:impact
|
high
machine translation field
|
|
gptkbp:influenced_by
|
gptkb:BERT
|
|
gptkbp:input_output
|
gptkb:text
|
|
gptkbp:is_open_source
|
gptkb:true
|
|
gptkbp:key_feature
|
no need for pivot languages
|
|
gptkbp:language
|
high
100 languages
|
|
gptkbp:language_coverage
|
global languages
|
|
gptkbp:language_pairs_supported
|
100+
|
|
gptkbp:language_support
|
multiple languages
|
|
gptkbp:mission
|
denoising autoencoder
|
|
gptkbp:model
|
12 billion parameters
pre-trained model
|
|
gptkbp:model_version
|
1.0
|
|
gptkbp:part_of
|
gptkb:AI_technology
|
|
gptkbp:partnerships
|
tech companies
|
|
gptkbp:performance
|
state-of-the-art
BLEU score
|
|
gptkbp:provides_information_on
|
multilingual data
web data
|
|
gptkbp:publication
|
published paper
|
|
gptkbp:real_world_applications
|
business and education
|
|
gptkbp:related_to
|
multilingual models
|
|
gptkbp:released_in
|
gptkb:2021
|
|
gptkbp:research_areas
|
gptkb:Artificial_Intelligence
|
|
gptkbp:research_focus
|
cross-lingual understanding
|
|
gptkbp:scientific_goals
|
advancing translation technology
|
|
gptkbp:successor
|
M2 M-100 model
|
|
gptkbp:training
|
unsupervised learning
weeks
|
|
gptkbp:training_programs
|
gptkb:Py_Torch
|
|
gptkbp:tuning
|
possible
|
|
gptkbp:use_case
|
translation services
|
|
gptkbp:user_base
|
researchers and developers
|
|
gptkbp:user_feedback
|
incorporated
|
|
gptkbp:user_interface
|
API access
|
|
gptkbp:uses
|
self-supervised learning
|
|
gptkbp:bfsParent
|
gptkb:M2_M-100
|
|
gptkbp:bfsLayer
|
6
|