ai.djl.mxnet.zoo.nlp.qa

Class BertQAModelLoader

java.lang.Object

ai.djl.repository.zoo.BaseModelLoader<QAInput,java.lang.String>

ai.djl.mxnet.zoo.nlp.qa.BertQAModelLoader

All Implemented Interfaces:

ai.djl.repository.zoo.ModelLoader<QAInput,java.lang.String>

public class BertQAModelLoader
extends ai.djl.repository.zoo.BaseModelLoader<QAInput,java.lang.String>

Model loader for BERT QA models.

The model was trained on Gluon and loaded in DJL in MXNet Symbol Block.

See the BERT paper or the jupyter demo for more information about BERT.

See Also:

MxSymbolBlock

Field Summary

Fields inherited from class ai.djl.repository.zoo.BaseModelLoader

mrl, repository, version

Constructor Summary

Constructors

Constructor and Description
BertQAModelLoader(ai.djl.repository.Repository repository) Creates the Model loader from the given repository.

Method Summary

Modifier and Type	Method and Description
ai.djl.translate.Translator<QAInput,java.lang.String>	getTranslator(ai.djl.repository.Artifact artifact)

Methods inherited from class ai.djl.repository.zoo.BaseModelLoader

listModels, loadModel, loadModel, match, search, toString

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Methods inherited from interface ai.djl.repository.zoo.ModelLoader

loadModel, loadModel, loadModel, loadModel, loadModel

Constructor Detail

BertQAModelLoader

public BertQAModelLoader(ai.djl.repository.Repository repository)

Creates the Model loader from the given repository.

Parameters:

repository - the repository to load the model from

Method Detail

getTranslator

public ai.djl.translate.Translator<QAInput,java.lang.String> getTranslator(ai.djl.repository.Artifact artifact)

Specified by:

getTranslator in class ai.djl.repository.zoo.BaseModelLoader<QAInput,java.lang.String>