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Since their introduction in 2017, transformers have quickly become the dominant architecture for achieving state-of-the-art results on a variety of natural language processing tasks. If you're a data scientist or coder, this practical book -now revised in full color- shows you how to train and scale these large models using Hugging Face Transformers, a Python-based deep learning library. Transformers have been used to write realistic news stories, improve Google Search queries, and even create chatbots that tell corny jokes. In this guide, authors Lewis Tunstall, Leandro von Werra, and Thomas Wolf, among the creators of Hugging Face Transformers, use a hands-on approach to teach you how transformers work and how to integrate them in your applications. You'll quickly learn a variety of tasks they can help you solve. Build, debug, and optimize transformer models for core NLP tasks, such as text classification, named entity recognition, and question answering Learn how transformers can be used for cross-lingual transfer learning Apply transformers in real-world scenarios where labeled data is scarce Make transformer models efficient for deployment using techniques such as distillation, pruning, and quantization Train transformers from scratch and learn how to scale to multiple GPUs and distributed environments
Book Synopsis Natural Language Processing with Transformers, Revised Edition by : Lewis Tunstall
Download or read book Natural Language Processing with Transformers, Revised Edition written by Lewis Tunstall and published by "O'Reilly Media, Inc.". This book was released on 2022-05-26 with total page 409 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since their introduction in 2017, transformers have quickly become the dominant architecture for achieving state-of-the-art results on a variety of natural language processing tasks. If you're a data scientist or coder, this practical book -now revised in full color- shows you how to train and scale these large models using Hugging Face Transformers, a Python-based deep learning library. Transformers have been used to write realistic news stories, improve Google Search queries, and even create chatbots that tell corny jokes. In this guide, authors Lewis Tunstall, Leandro von Werra, and Thomas Wolf, among the creators of Hugging Face Transformers, use a hands-on approach to teach you how transformers work and how to integrate them in your applications. You'll quickly learn a variety of tasks they can help you solve. Build, debug, and optimize transformer models for core NLP tasks, such as text classification, named entity recognition, and question answering Learn how transformers can be used for cross-lingual transfer learning Apply transformers in real-world scenarios where labeled data is scarce Make transformer models efficient for deployment using techniques such as distillation, pruning, and quantization Train transformers from scratch and learn how to scale to multiple GPUs and distributed environments
For twenty-five years the colossal battle between Megatron and Optimus Prime has captivated Transformers fans around the world. Yet the full story of the conflict between the two most famous Transformers—everything that happened before Optimus and Megatron arrived on planet Earth—has always been a mystery . . . until now. Here, for the first time told in its entirety, is the thrilling saga of Optimus and Megatron before they were enemies, before they even knew each other. “Freedom is every Cybertronian’s right!” After Megatron utters these immortal words, the caste-bound planet of Cybertron is rocked to its foundations. Megatron, an undefeated gladiator thug, gives voice to the unspoken longings of the oppressed masses—and opens the mind of an insignificant data clerk to possibilities previously unthinkable. Long before becoming the honorable Optimus Prime, Orion Pax is a mere office underling, an unlikely candidate to answer an outlaw’s call to revolution. But Orion is determined to meet this defiant enemy of all that Cybertron stands for, no matter what he has to do, or how many laws he has to break. What happens between Orion Pax and Megatron forever changes the destiny of all Transformers. This gripping, action-packed novel reveals all the loyalties and treacheries, trust and betrayals, deadly violence and shining ideals, as well as the pivotal roles played by other characters, including Starscream, Sentinel Prime, Omega Supreme, and one of the thirteen original Primes, the last link to Cybertron’s glorious Golden Age. Discover how meek disciple Orion Pax becomes the fearless leader Optimus Prime; follow the tantalizing clues about the lost Matrix of Leadership and the lore surrounding it; find out why the two allies fighting a corrupt regime suddenly turn on each other, and what triggers their epic war. Transformers: Exodus provides everything fans ever wanted to know about one of the fiercest rivalries of all time.
Book Synopsis Transformers: Exodus by : Alex Irvine
Download or read book Transformers: Exodus written by Alex Irvine and published by Del Rey. This book was released on 2014-06-11 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: For twenty-five years the colossal battle between Megatron and Optimus Prime has captivated Transformers fans around the world. Yet the full story of the conflict between the two most famous Transformers—everything that happened before Optimus and Megatron arrived on planet Earth—has always been a mystery . . . until now. Here, for the first time told in its entirety, is the thrilling saga of Optimus and Megatron before they were enemies, before they even knew each other. “Freedom is every Cybertronian’s right!” After Megatron utters these immortal words, the caste-bound planet of Cybertron is rocked to its foundations. Megatron, an undefeated gladiator thug, gives voice to the unspoken longings of the oppressed masses—and opens the mind of an insignificant data clerk to possibilities previously unthinkable. Long before becoming the honorable Optimus Prime, Orion Pax is a mere office underling, an unlikely candidate to answer an outlaw’s call to revolution. But Orion is determined to meet this defiant enemy of all that Cybertron stands for, no matter what he has to do, or how many laws he has to break. What happens between Orion Pax and Megatron forever changes the destiny of all Transformers. This gripping, action-packed novel reveals all the loyalties and treacheries, trust and betrayals, deadly violence and shining ideals, as well as the pivotal roles played by other characters, including Starscream, Sentinel Prime, Omega Supreme, and one of the thirteen original Primes, the last link to Cybertron’s glorious Golden Age. Discover how meek disciple Orion Pax becomes the fearless leader Optimus Prime; follow the tantalizing clues about the lost Matrix of Leadership and the lore surrounding it; find out why the two allies fighting a corrupt regime suddenly turn on each other, and what triggers their epic war. Transformers: Exodus provides everything fans ever wanted to know about one of the fiercest rivalries of all time.
The first human-alien contact. The last word in galactic warfare. The story you must read–before Transformers rockets to the big screen! A mammoth robotic being, clearly of alien origin, has been found beneath the Arctic ice. Its advanced engineering dwarfs known human technology, and unlocking its secrets will catapult American science eons into the future. In search of the mysterious artifact’s origin, a covert government agency sends the manned craft Ghost 1 on a perilous journey of discovery. When a mishap maroons Ghost 1 in the far reaches of unknown space, the ship’s distress beacon reaches the very alien race Ghost 1’s crew has been seeking: the Autobots. The gigantic mechanized beings are also on a quest: to find the Allspark, a device crucial to the salvation of their home world, Cybertron. But they’re not alone. The Decepticons, the Autobots’ brutal enemies, have their own sinister purposes in seeking the Allspark. As these adversaries are drawn together once more, the stage is set for a death-dealing new battle in which each is driven by a single-minded aim: total annihilation of the enemy.
Book Synopsis Transformers: Ghosts of Yesterday by : Alan Dean Foster
Download or read book Transformers: Ghosts of Yesterday written by Alan Dean Foster and published by Random House Worlds. This book was released on 2014-06-11 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first human-alien contact. The last word in galactic warfare. The story you must read–before Transformers rockets to the big screen! A mammoth robotic being, clearly of alien origin, has been found beneath the Arctic ice. Its advanced engineering dwarfs known human technology, and unlocking its secrets will catapult American science eons into the future. In search of the mysterious artifact’s origin, a covert government agency sends the manned craft Ghost 1 on a perilous journey of discovery. When a mishap maroons Ghost 1 in the far reaches of unknown space, the ship’s distress beacon reaches the very alien race Ghost 1’s crew has been seeking: the Autobots. The gigantic mechanized beings are also on a quest: to find the Allspark, a device crucial to the salvation of their home world, Cybertron. But they’re not alone. The Decepticons, the Autobots’ brutal enemies, have their own sinister purposes in seeking the Allspark. As these adversaries are drawn together once more, the stage is set for a death-dealing new battle in which each is driven by a single-minded aim: total annihilation of the enemy.
Did you love Transformers movies? Then get ready for this bind-up of illustrated, movie-based storybooks of the first three films! This collection is sure to thrill every young fan--Autobot or Decepticon!
Book Synopsis Transformers: Ultimate Storybook Collection by : Hasbro
Download or read book Transformers: Ultimate Storybook Collection written by Hasbro and published by LB Kids. This book was released on 2014-04-22 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Did you love Transformers movies? Then get ready for this bind-up of illustrated, movie-based storybooks of the first three films! This collection is sure to thrill every young fan--Autobot or Decepticon!
Following the same format as the #1 New York Times Best-Selling Who Was? series, the What Is the Story of? series brings you the stories behind the most beloved characters of our time. "Autobots, Transform and Roll Out!" Drive along with some of the fiercest fighters ever in this biography of the Transformers that will have young readers ready to jump into action. Since the 1980s, the Transformers toy line has been defining the lives of children with its mighty heroes. But the Robots in Disguise have morphed into much more than just a toy line! This biography for young readers tells the incredible story of the tiny toys that became blockbuster movie stars, comic book heroes, and more. Ride along with Optimus Prime, Bumblebee, and Megatron as you learn the history of the Autobots, the Decepticons, and their legendary battles.
Book Synopsis What Is the Story of Transformers? by : Brandon T. Snider
Download or read book What Is the Story of Transformers? written by Brandon T. Snider and published by Penguin. This book was released on 2022-12-06 with total page 115 pages. Available in PDF, EPUB and Kindle. Book excerpt: Following the same format as the #1 New York Times Best-Selling Who Was? series, the What Is the Story of? series brings you the stories behind the most beloved characters of our time. "Autobots, Transform and Roll Out!" Drive along with some of the fiercest fighters ever in this biography of the Transformers that will have young readers ready to jump into action. Since the 1980s, the Transformers toy line has been defining the lives of children with its mighty heroes. But the Robots in Disguise have morphed into much more than just a toy line! This biography for young readers tells the incredible story of the tiny toys that became blockbuster movie stars, comic book heroes, and more. Ride along with Optimus Prime, Bumblebee, and Megatron as you learn the history of the Autobots, the Decepticons, and their legendary battles.
Combining select chapters from Grigsby's standard-setting The Electric Power Engineering Handbook with several chapters not found in the original work, Electric Power Transformer Engineering became widely popular for its comprehensive, tutorial-style treatment of the theory, design, analysis, operation, and protection of power transformers. For its
Book Synopsis Electric Power Transformer Engineering by : James H. Harlow
Download or read book Electric Power Transformer Engineering written by James H. Harlow and published by CRC Press. This book was released on 2007-05-30 with total page 562 pages. Available in PDF, EPUB and Kindle. Book excerpt: Combining select chapters from Grigsby's standard-setting The Electric Power Engineering Handbook with several chapters not found in the original work, Electric Power Transformer Engineering became widely popular for its comprehensive, tutorial-style treatment of the theory, design, analysis, operation, and protection of power transformers. For its
TRANSFORMERS shift, change, and rise to battle in this spectacular interactive pop-up adventure by bestselling paper engineer Matthew Reinhart. Open each page to explore a different part of the vast Transformers universe-then pull the tabs to watch the pop-ups change into entirely new paper creations! Watch as the planet Cybertron changes into an epic battle on Earth. Then look out for the mighty Autobot Omega Supreme -- Reinhart's tallest pop-up ever -- as he rises off the page to smash Decepticon foes. In this epic pop-up experience unlike any seen before, only you hold the power to make the Autobots and Decepticons turn from vehicles to robots, and back again. Starring more than 35 iconic Transformers characters, including Optimus Prime, Bumblebee, Megatron, Starscream, and more, Transformers: The Ultimate Pop-Up Universe offers fans new and old a pop-up experience they won't ever forget. Here's a book that's truly more than meets the eye!
Book Synopsis Transformers: The Ultimate Pop-Up Universe by :
Download or read book Transformers: The Ultimate Pop-Up Universe written by and published by LB Kids. This book was released on 2013-10-29 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: TRANSFORMERS shift, change, and rise to battle in this spectacular interactive pop-up adventure by bestselling paper engineer Matthew Reinhart. Open each page to explore a different part of the vast Transformers universe-then pull the tabs to watch the pop-ups change into entirely new paper creations! Watch as the planet Cybertron changes into an epic battle on Earth. Then look out for the mighty Autobot Omega Supreme -- Reinhart's tallest pop-up ever -- as he rises off the page to smash Decepticon foes. In this epic pop-up experience unlike any seen before, only you hold the power to make the Autobots and Decepticons turn from vehicles to robots, and back again. Starring more than 35 iconic Transformers characters, including Optimus Prime, Bumblebee, Megatron, Starscream, and more, Transformers: The Ultimate Pop-Up Universe offers fans new and old a pop-up experience they won't ever forget. Here's a book that's truly more than meets the eye!
For years we have waited, and finally the day has come - it's time for Autobots versus Decepticons on the big screen While the forces of evil seek the key to ultimate power, Earth's last chance for survival rests in the hands of young Sam Witwicky.
Book Synopsis Transformers by : Alan Dean Foster
Download or read book Transformers written by Alan Dean Foster and published by . This book was released on 2007 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: For years we have waited, and finally the day has come - it's time for Autobots versus Decepticons on the big screen While the forces of evil seek the key to ultimate power, Earth's last chance for survival rests in the hands of young Sam Witwicky.
Presents an illustrated look at the history of the Transformers brand, beginning with the Hasbro toys and moving on to consider the comic books, television shows, video games, merchandise, and films that they inspired.
Book Synopsis Transformers Vault by : Pablo Hidalgo
Download or read book Transformers Vault written by Pablo Hidalgo and published by Harry N. Abrams. This book was released on 2011-06-01 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Presents an illustrated look at the history of the Transformers brand, beginning with the Hasbro toys and moving on to consider the comic books, television shows, video games, merchandise, and films that they inspired.
