This audiobook is narrated by a digital voice.
A Deep Dive into Large Language Models: Unveiling the Power of AI's New Storytellers
Unleashing the Power of Language: A New Era of AI
Large language models (LLMs) are revolutionizing the way we interact with machines. These AI marvels, trained on massive amounts of text data, can not only understand human language but also generate creative text formats, translate languages, write different kinds of creative content, and answer your questions in an informative way. This book delves into the fascinating world of LLMs, exploring their inner workings, potential applications, and the exciting future they hold.
Part I: Demystifying the LLM Landscape
We begin by unveiling the core concepts of LLMs. You'll discover how they learn through massive datasets and pre-training, and how the powerful transformer architecture allows them to analyze the nuances of language. We'll also explore the benefits and limitations of LLMs, discussing their potential to automate tasks, enhance creativity, and break down language barriers, while acknowledging concerns about bias and ethical considerations.
Part II: Unveiling the Champions: A Look at Pioneering LLM Technologies
Get ready to meet the champions of the LLM world! We'll take a deep dive into specific technologies like Bloom (Google AI) with its massive parameter count, Vicuna (Meta AI) excelling in multilingual capabilities, and PaLM (Google AI) boasting a unique pathway system that leverages information beyond just text. We'll also explore Cohere's focus on interpretability and Falcon 40B's (Tsinghua University) strength in factual language understanding.
This audiobook is narrated by a digital voice.
A Deep Dive into Large Language Models: Unveiling the Power of AI's New Storytellers
Unleashing the Power of Language: A New Era of AI
Large language models (LLMs) are revolutionizing the way we interact with machines. These AI marvels, trained on massive amounts of text data, can not only understand human language but also generate creative text formats, translate languages, write different kinds of creative content, and answer your questions in an informative way. This book delves into the fascinating world of LLMs, exploring their inner workings, potential applications, and the exciting future they hold.
Part I: Demystifying the LLM Landscape
We begin by unveiling the core concepts of LLMs. You'll discover how they learn through massive datasets and pre-training, and how the powerful transformer architecture allows them to analyze the nuances of language. We'll also explore the benefits and limitations of LLMs, discussing their potential to automate tasks, enhance creativity, and break down language barriers, while acknowledging concerns about bias and ethical considerations.
Part II: Unveiling the Champions: A Look at Pioneering LLM Technologies
Get ready to meet the champions of the LLM world! We'll take a deep dive into specific technologies like Bloom (Google AI) with its massive parameter count, Vicuna (Meta AI) excelling in multilingual capabilities, and PaLM (Google AI) boasting a unique pathway system that leverages information beyond just text. We'll also explore Cohere's focus on interpretability and Falcon 40B's (Tsinghua University) strength in factual language understanding.
A Deep Dive into Large Language Models: Exploring the Power of Bloom, Vicuna, PaLM, Cohere, Falcon 40B, and Beyond
A Deep Dive into Large Language Models: Exploring the Power of Bloom, Vicuna, PaLM, Cohere, Falcon 40B, and Beyond
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Product Details
| BN ID: | 2940191008356 |
|---|---|
| Publisher: | Anand Vemula |
| Publication date: | 09/25/2024 |
| Edition description: | Unabridged |
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