Build a Large Language Model (From Scratch)
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Build a Large Language Model (From Scratch)
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Narrated by:
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Julie Brierley
About this listen
Learn how to create, train, and tweak large language models (LLMs) by building one from the ground up!
In Build a Large Language Model (from Scratch) bestselling author Sebastian Raschka guides you step by step through creating your own LLM. Each stage is explained with clear text, diagrams, and examples. You’ll go from the initial design and creation, to pretraining on a general corpus, and on to fine-tuning for specific tasks.
This book teaches you how to:
+ Plan and code all the parts of an LLM
+ Prepare a dataset suitable for LLM training
+ Fine-tune LLMs for text classification and with your own data+ Use human feedback to ensure your LLM follows instructions
+ Load pretrained weights into an LLMBuild a Large Language Model (from Scratch) takes you inside the AI black box to tinker with the internal systems that power generative AI.
As you work through each key stage of LLM creation, you’ll develop an in-depth understanding of how LLMs work, their limitations, and their customization methods. Your LLM can be developed on an ordinary laptop, and used as your own personal assistant.
About the book: This is a practical and eminently-satisfying hands-on journey into the foundations of generative AI. Without relying on any existing LLM libraries, you’ll code a base model, evolve it into a text classifier, and ultimately create a chatbot that can follow your conversational instructions. And you’ll really understand it because you built it yourself!
About the listener: Listeners need intermediate Python skills and some knowledge of machine learning. The LLM you create will run on any modern laptop and can optionally utilize GPUs.
About the author: Sebastian Raschka is a Staff Research Engineer at Lightning AI, where he works on LLM research and develops open-source software.
PLEASE NOTE: When you purchase this title, the accompanying PDF will be available in your Audible Library along with the audio.
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- The Fraying Wires Between Americans and Our Energy Future
- By: Gretchen Bakke
- Narrated by: Emily Caudwell
- Length: 11 hrs and 8 mins
- Unabridged
-
Overall4.5 out of 5 stars 1,325
-
Performance4.5 out of 5 stars 1,141
-
Story4.5 out of 5 stars 1,138
The grid is an accident of history and of culture, in no way intrinsic to how we produce, deliver and consume electrical power. Yet this is the system the United States ended up with, a jerry-built structure now so rickety and near collapse that a strong wind or a hot day can bring it to a grinding halt. The grid is now under threat from a new source: renewable and variable energy, which puts stress on its logics as much as its components.
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2 out of 5 stars
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A disappointment
- By Ronald on 09-24-16
By: Gretchen Bakke
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Doom Guy
- Life in First Person
- By: John Romero
- Narrated by: John Romero
- Length: 17 hrs and 4 mins
- Unabridged
-
Overall5 out of 5 stars 312
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Performance5 out of 5 stars 263
-
Story5 out of 5 stars 263
Doom Guy: Life in First Person is the long-awaited autobiography of gaming’s original rock star and the cocreator of DOOM, Quake, and Wolfenstein—some of the most recognizable and important titles in video game history. Credited with the invention of the first-person shooter, a genre that continues to dominate the market today, he is gaming royalty. Told in remarkable detail, a byproduct of his hyperthymesia, Romero recounts his storied career.
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5 out of 5 stars
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Intimate stories of gaming history in First Person
- By Emyli on 07-28-23
By: John Romero
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Hackers: Heroes of the Computer Revolution
- 25th Anniversary Edition
- By: Steven Levy
- Narrated by: Mike Chamberlain
- Length: 20 hrs and 23 mins
- Unabridged
-
Overall4.5 out of 5 stars 1,953
-
Performance4.5 out of 5 stars 1,728
-
Story4.5 out of 5 stars 1,724
Steven Levy's classic book traces the exploits of the computer revolution's original hackers - those brilliant and eccentric nerds from the late 1950s through the early '80s who took risks, bent the rules, and pushed the world in a radical new direction. With updated material from noteworthy hackers such as Bill Gates, Mark Zuckerberg, Richard Stallman, and Steve Wozniak, Hackers is a fascinating story that begins in early computer research labs and leads to the first home computers.
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5 out of 5 stars
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Remember Why You Got Into Computing
- By Dan Collins on 07-01-16
By: Steven Levy
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Tesla
- Inventor of the Electrical Age
- By: W. Bernard Carlson
- Narrated by: Allan Robertson
- Length: 16 hrs and 11 mins
- Unabridged
-
Overall4 out of 5 stars 354
-
Performance4.5 out of 5 stars 304
-
Story4 out of 5 stars 303
Nikola Tesla was a major contributor to the electrical revolution that transformed daily life at the turn of the 20th century. His inventions, patents, and theoretical work formed the basis of modern AC electricity, and contributed to the development of radio and television. Like his competitor Thomas Edison, Tesla was one of America's first celebrity scientists, enjoying the company of New York high society and dazzling the likes of Mark Twain with his electrical demonstrations. An astute self-promoter and gifted showman, he cultivated a public image of the eccentric genius.
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5 out of 5 stars
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A detailed examination of Tesla's work
- By Jean on 02-01-14
-
The Complete Software Developer's Career Guide
- How to Learn Programming Languages Quickly, Ace Your Programming Interview, and Land Your Software Developer Dream Job
- By: John Sonmez
- Narrated by: John Sonmez
- Length: 20 hrs and 4 mins
- Unabridged
-
Overall4.5 out of 5 stars 1,014
-
Performance4.5 out of 5 stars 887
-
Story4.5 out of 5 stars 875
Technical knowledge alone isn't enough - increase your software development income by leveling up your soft skills Early in his software developer career, John Sonmez discovered that technical knowledge alone isn't enough to break through to the next income level - developers need "soft skills" like the ability to learn new technologies just in time, communicate clearly with management and consulting clients, negotiate a fair hourly rate, and unite teammates and coworkers in working toward a common goal.
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2 out of 5 stars
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The Complete Bro-grammer's Career Guide
- By Leels on 09-18-19
By: John Sonmez
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Surveillance Valley
- The Secret Military History of the Internet
- By: Yasha Levine
- Narrated by: LJ Ganser
- Length: 10 hrs and 42 mins
- Unabridged
-
Overall5 out of 5 stars 246
-
Performance5 out of 5 stars 197
-
Story5 out of 5 stars 198
In this fascinating book, investigative reporter Yasha Levine uncovers the secret origins of the Internet, tracing it back to a Pentagon counterinsurgency surveillance project. With deep research, skilled storytelling, and provocative arguments, Surveillance Valley will change the way you think about the news - and the device on which you read it.
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5 out of 5 stars
-
Profound look at the internet and surveillance
- By stuartjash on 04-06-18
By: Yasha Levine
-
Cyber Wars
- Hacks That Shocked the Business World
- By: Charles Arthur
- Narrated by: Joe Jameson
- Length: 7 hrs and 40 mins
- Unabridged
-
Overall4.5 out of 5 stars 52
-
Performance4.5 out of 5 stars 46
-
Story4.5 out of 5 stars 45
Cyber Wars gives you the dramatic inside stories of some of the world's biggest cyber attacks. These are the game-changing hacks that make organisations around the world tremble and leaders stop and consider just how safe they really are. Charles Arthur provides a gripping account of why each hack happened, what techniques were used, what the consequences were and how they could have been prevented. Cyber attacks are some of the most frightening threats currently facing business leaders, and this book provides a deep insight into understanding how they work.
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4 out of 5 stars
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For the security professional and average joe
- By Quella on 01-11-19
By: Charles Arthur
-
Millennium
- From Religion to Revolution: How Civilization Has Changed over a Thousand Years
- By: Ian Mortimer
- Narrated by: John Lee
- Length: 15 hrs and 14 mins
- Unabridged
-
Overall4.5 out of 5 stars 83
-
Performance5 out of 5 stars 78
-
Story4.5 out of 5 stars 79
In Millennium, best-selling historian Ian Mortimer takes the listener on a whirlwind tour of the last 10 centuries of Western history. It is a journey into a past vividly brought to life and bursting with ideas, that pits one century against another in his quest to measure which century saw the greatest change. We journey from a time when there was a fair chance of your village being burned to the ground by invaders - and dried human dung was a recommended cure for cancer - to a world in which explorers sailed into the unknown and civilizations came into conflict.
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4 out of 5 stars
-
Bad ending - literally
- By John Gordon on 12-14-16
By: Ian Mortimer
-
No Place to Hide
- Edward Snowden, the NSA, and the U.S. Surveillance State
- By: Glenn Greenwald
- Narrated by: L. J. Ganser
- Length: 9 hrs and 49 mins
- Unabridged
-
Overall4.5 out of 5 stars 2,939
-
Performance4.5 out of 5 stars 2,616
-
Story4.5 out of 5 stars 2,610
In May 2013, Glenn Greenwald set out for Hong Kong to meet an anonymous source who claimed to have astonishing evidence of pervasive government spying and insisted on communicating only through heavily encrypted channels. That source turned out to be the 29-year-old NSA contractor Edward Snowden, and his revelations about the agency’s widespread, systemic overreach proved to be some of the most explosive and consequential news in recent history, triggering a fierce debate over national security....
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3 out of 5 stars
-
Best Read in Print Format
- By Alfredo Ramirez on 11-22-14
By: Glenn Greenwald
-
Glow Kids
- How Screen Addiction Is Hijacking Our Kids - and How to Break the Trance
- By: Nicholas Kardaras PhD
- Narrated by: Jonathan Davis
- Length: 11 hrs and 5 mins
- Unabridged
-
Overall4.5 out of 5 stars 299
-
Performance4.5 out of 5 stars 259
-
Story4.5 out of 5 stars 259
In Glow Kids, Dr. Nicholas Kardaras will examine how technology - more specifically, age-inappropriate screen tech, with all of its glowing ubiquity - has profoundly affected the brains of an entire generation. Brain imaging research is showing that stimulating glowing screens are as dopaminergic (dopamine activating) to the brain’s pleasure center as sex. And a growing mountain of clinical research correlates screen tech with disorders like ADHD, addiction, anxiety, depression, increased aggression, and even psychosis.
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1 out of 5 stars
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Fear Mongering - a modern day Mazes and Monsters
- By Veronica on 11-03-20
-
The Book of Satoshi
- The Collected Writings of Bitcoin Creator Satoshi Nakamoto, 1st Edition
- By: Phil Champagne
- Narrated by: Stephanie Murphy
- Length: 7 hrs and 27 mins
- Unabridged
-
Overall4.5 out of 5 stars 250
-
Performance4.5 out of 5 stars 216
-
Story4.5 out of 5 stars 217
The Book of Satoshi, the collected writings of Satoshi Nakamoto, creator of the bitcoin. The foreword was written by Jeff Berwick.
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5 out of 5 stars
-
Great historic read that'll teach the blockchain
- By Peter Hanson on 05-19-16
By: Phil Champagne
-
This Is Not a Game with Marc Fennell
- By: Marc Fennell
- Narrated by: Marc Fennell
- Length: 3 hrs and 19 mins
- Unabridged
-
Overall4.5 out of 5 stars 156
-
Performance4.5 out of 5 stars 144
-
Story4.5 out of 5 stars 144
This Is Not a Game is the extraordinary untold story of the internet’s first conspiracy theory, the legend of Ong’s Hat. Marc Fennell will dive deep into a previously unexplored world of tech hippies, eccentric web subcultures and simmering paranoia, uncovering how this tongue-in-cheek artistic experiment backfired on its creator and went on to influence much of what’s wrong with the internet today.
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5 out of 5 stars
-
WOW!
- By pondo on 05-09-24
By: Marc Fennell
-
The Box
- How the Shipping Container Made the World Smaller and the World Economy Bigger
- By: Marc Levinson
- Narrated by: Adam Lofbomm
- Length: 12 hrs and 20 mins
- Unabridged
-
Overall4.5 out of 5 stars 673
-
Performance4.5 out of 5 stars 546
-
Story4.5 out of 5 stars 549
In April 1956, a refitted oil tanker carried 58 shipping containers from Newark to Houston. From that modest beginning, container shipping developed into a huge industry that made the boom in global trade possible. The Box tells the dramatic story of the container's creation, the decade of struggle before it was widely adopted, and the sweeping economic consequences of the sharp fall in transportation costs that containerization brought about.
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4 out of 5 stars
-
Fascinating Topic sometimes lost in minutiae
- By zombie64 on 07-15-14
By: Marc Levinson
-
Super Pumped
- The Battle for Uber
- By: Mike Isaac
- Narrated by: Holter Graham, Mike Isaac
- Length: 12 hrs and 52 mins
- Unabridged
-
Overall4.5 out of 5 stars 1,954
-
Performance4.5 out of 5 stars 1,633
-
Story4.5 out of 5 stars 1,627
A New York Times technology correspondent presents the dramatic rise and fall of Uber, set against the rapid upheaval in Silicon Valley during the mobile era. Based on hundreds of interviews with current and former Uber employees, along with previously unpublished documents, Super Pumped is a pause-resisting story of ambition and deception, obscene wealth, and bad behavior, that explores how blistering technological and financial innovation culminated in one of the most catastrophic 12-month periods in American corporate history.
-
2 out of 5 stars
-
A forced narrative and a bad version of Bad Blood
- By Benji on 09-09-19
By: Mike Isaac
-
Algorithms of Oppression
- How Search Engines Reinforce Racism
- By: Safiya Umoja Noble
- Narrated by: Shayna Small
- Length: 6 hrs and 21 mins
- Unabridged
-
Overall4.5 out of 5 stars 383
-
Performance4.5 out of 5 stars 325
-
Story4.5 out of 5 stars 323
Run a Google search for “black girls” - what will you find? “Big Booty” and other sexually explicit terms are likely to come up as top search terms. But, if you type in “white girls”, the results are radically different. The suggested porn sites and un-moderated discussions about “why black women are so sassy” or “why black women are so angry” presents a disturbing portrait of black womanhood in modern society. In Algorithms of Oppression, Safiya Umoja Noble challenges the idea that search engines like Google offer an equal playing field for all forms of ideas, identities, and activities.
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5 out of 5 stars
-
Read this book. Tell everyone you know about it.
- By Joshua Daniel-Wariya on 06-06-19
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Helpful but business-centric
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1 out of 5 stars
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the book is not good in audio format
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3 out of 5 stars
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Great content. Terrible narration.
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Excellent complement to an introductory course in Data Science
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Story4.5 out of 5 stars 31
Microservices Patterns teaches you how to develop and deploy production-quality microservices-based applications. This invaluable set of design patterns builds on decades of distributed system experience, adding new patterns for writing services and composing them into systems that scale and perform reliably under real-world conditions. More than just a patterns catalog, this practical guide offers experience-driven advice to help you design, implement, test, and deploy your microservices-based application.
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3 out of 5 stars
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There is lack of pdf with diagrams and images.
- By BoshTls on 10-28-19
By: Chris Richardson
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Introducing Python (2nd Edition)
- Modern Computing in Simple Packages
- By: Bill Lubanovic
- Narrated by: Derek Dysart
- Length: 13 hrs and 3 mins
- Unabridged
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Overall5 out of 5 stars 5
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Performance5 out of 5 stars 3
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Story5 out of 5 stars 3
Easy to understand and engaging, this updated edition of Introducing Python is ideal for beginning programmers as well as those new to the language. Author Bill Lubanovic takes you from the basics to more involved and varied topics, mixing tutorials with cookbook-style code recipes to explain concepts in Python 3. End-of-chapter exercises help you practice what you've learned.
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5 out of 5 stars
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Exactly what I wanted and expected.
- By ridgeway137 on 03-05-24
By: Bill Lubanovic
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Advanced Algorithms and Data Structures
- By: Marcello La Rocca
- Narrated by: Julie Brierley
- Length: 23 hrs and 32 mins
- Unabridged
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Overall4 out of 5 stars 12
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Performance4 out of 5 stars 9
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Story4 out of 5 stars 9
As a software engineer, you’ll encounter countless programming challenges that initially seem confusing, difficult, or even impossible. Don’t despair! Many of these “new” problems already have well-established solutions. Advanced Algorithms and Data Structures teaches you powerful approaches to a wide range of tricky coding challenges that you can adapt and apply to your own applications. Providing a balanced blend of classic, advanced, and new algorithms, this practical guide upgrades your programming toolbox with new perspectives and hands-on techniques.
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5 out of 5 stars
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Wonderful audio textbook!
- By Howard_a on 11-02-21
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Building Microservices
- Designing Fine-Grained Systems
- By: Sam Newman
- Narrated by: Theodore O'Brien
- Length: 21 hrs and 12 mins
- Unabridged
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Overall5 out of 5 stars 103
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Performance5 out of 5 stars 82
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Story4.5 out of 5 stars 81
As organizations shift from monolithic applications to smaller, self-contained microservices, distributed systems have become more fine-grained. But developing these new systems brings its own host of problems. This expanded second edition takes a holistic view of topics that you need to consider when building, managing, and scaling microservices architectures. Through clear examples and practical advice, author Sam Newman gives everyone from architects and developers to testers and IT operators a firm grounding in the concepts.
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5 out of 5 stars
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Easy to Understand
- By Anonymous User on 04-27-22
By: Sam Newman