com.simiacryptus:tf-gpt-2

GPT-2 Text Prediction via Tensorflow Java API

License	The Apache License, Version 2.0
GroupId	com.simiacryptus
ArtifactId	tf-gpt-2
Last Version	2.1.0
Release Date	Jan 13, 2021
Type	jar
Description	GPT-2 Text Prediction via Tensorflow Java API
Project Organization	SimiaCryptus Software

Download tf-gpt-2

Filename	Size
tf-gpt-2-2.1.0.pom
tf-gpt-2-2.1.0.jar	85 KB
tf-gpt-2-2.1.0-sources.jar	29 KB
tf-gpt-2-2.1.0-javadoc.jar	93 KB

How to add to project

Apache Maven

<!-- https://jarcasting.com/artifacts/com.simiacryptus/tf-gpt-2/ -->
<dependency>
    <groupId>com.simiacryptus</groupId>
    <artifactId>tf-gpt-2</artifactId>
    <version>2.1.0</version>
</dependency>

Gradle Groovy

// https://jarcasting.com/artifacts/com.simiacryptus/tf-gpt-2/
implementation 'com.simiacryptus:tf-gpt-2:2.1.0'

Gradle Kotlin

// https://jarcasting.com/artifacts/com.simiacryptus/tf-gpt-2/
implementation ("com.simiacryptus:tf-gpt-2:2.1.0")

Apache Buildr

'com.simiacryptus:tf-gpt-2:jar:2.1.0'

Apache Ivy

<dependency org="com.simiacryptus" name="tf-gpt-2" rev="2.1.0">
  <artifact name="tf-gpt-2" type="jar" />
</dependency>

Groovy Grape

@Grapes(
@Grab(group='com.simiacryptus', module='tf-gpt-2', version='2.1.0')
)

Scala SBT

libraryDependencies += "com.simiacryptus" % "tf-gpt-2" % "2.1.0"

Leiningen

[com.simiacryptus/tf-gpt-2 "2.1.0"]

Dependencies

compile (8)

Group / Artifact	Type	Version
com.simiacryptus : java-util	jar
org.tensorflow : tensorflow	jar
org.tensorflow : libtensorflow_jni_gpu	jar
org.tensorflow : proto	jar
com.simiacryptus : tensorflow-model	jar
com.google.code.gson : gson	jar
commons-io : commons-io	jar
org.slf4j : slf4j-api	jar

test (4)

Group / Artifact	Type	Version
org.junit.jupiter : junit-jupiter	jar
ch.qos.logback : logback-classic	jar
org.slf4j : jcl-over-slf4j	jar
org.slf4j : log4j-over-slf4j	jar

Project Modules

There are no modules declared in this project.

tf-gpt-2

Java library for the GPT-2 Text Model using Tensorflow

Source:

1. Original Python Release
2. OpenAI Blog - GPT2 Details

More Background:

1. Transformers and Attention Models

Basic Usage

Import the Library

<dependency>
    <groupId>com.simiacryptus</groupId>
    <artifactId>tf-gpt-2</artifactId>
    <version>1.7.1</version>
</dependency>

Instantiate the text generator

import com.simiacryptus.text.TextGenerator;
import com.simiacryptus.text.gpt2.GPT2Util;
TextGenerator textGenerator = GPT2Util.get345M();

Generate text

System.out.println(textGenerator.generateText(500));

Generate text given prefix

System.out.println(textGenerator.generateText(500, "Once upon a time"));

Simia Cryptus

Big Data Science and Artificial Intelligence

Versions

Version
2.1.0 Jan 13, 2021
2.0.0 Apr 13, 2020
1.8.0 Sep 2, 2019
1.7.2 Jun 24, 2019
1.7.1 May 26, 2019