You're reading from Transformers for Natural Language Processing - Second Edition

Product typeBook

Published inMar 2022

PublisherPackt

ISBN-139781803247335

Edition2nd Edition

Concepts

Mobile Application Development

Author (1)

Denis Rothman

Index

Symbols

345M-parameter GPT-2 model

downloading 509, 510

accuracy score 125

advanced prompt engineering 476, 477

ChatGPT prompts, building 479

keywords, adding 478

knowledge base for ChatGPT, building 477

knowledge base for GPT-4, building 477

moderation 479

quality control 479

user requests, parsing 478

AI-created content 458

model list 460, 461

opportunities 459

Allen Institute for AI

reference link 257

AllenNLP 343

URL 343

Amazon Web Services (AWS) 1, 12, 392

artificial intelligence, properties

computing power 6

data 5

model architecture 5

prompt engineering 6

attention heads 493

attention masks

creating 76

audio files

transcribing, with Whisper 483, 484

Automated Machine Learning (AutoML) 120

automatic question generation 303, 304

BERT-based transformer

architecture 258

basic samples 261-267

difficult samples 267-273

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Author (1)

Denis Rothman

Denis Rothman graduated from Sorbonne University and Paris-Diderot University, designing one of the very first word2matrix patented embedding and patented AI conversational agents. He began his career authoring one of the first AI cognitive Natural Language Processing (NLP) chatbots applied as an automated language teacher for Moet et Chandon and other companies. He authored an AI resource optimizer for IBM and apparel producers. He then authored an Advanced Planning and Scheduling (APS) solution used worldwide.
Read more about Denis Rothman

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