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Developing, Training and Hardware for LLM AI A Comprehensive Guide to Large Language Model Development, Training, and [#959407]
Free Download Developing, Training and Hardware for LLM AI: A Comprehensive Guide to Large Language Model Development, Training, and Hardware Infrastructure
English | April 20, 2025 | ASIN: B0F5QK4R4C | 398 pages | Epub | 326.19 KB
Developing, Training and Hardware for LLM AI: A Comprehensive Guide to Large Language Model Development, Training, and Hardware Infrastructure
Get ready to dive deep into the world of Large Language Models (LLMs) with this comprehensive audio guide!
In 14 sections, you'll learn everything from the basics of Natural Language Processing (NLP) to designing model architecture, evaluating performance, and deploying your LLM. You'll also explore ethical considerations, optimization strategies, and popular use cases.
Discover how to:
* Choose the right framework for your project
* Collect and preprocess data for training
* Design effective evaluation metrics and validation techniques
* Deploy your LLM in production-ready environments
* Handle common challenges like overfitting and regularization
In the second part of the book, you'll learn about the hardware side of things:
* Components of a hardware infrastructure for LLM AI
* Optimizing hardware for LLM training and deployment
* Creating on-premises or cloud-based infrastructure for production-ready environments
* A detailed overview of OpenAI ChatGPT's hardware setup
Throughout this audio book, you'll also find summarized descriptions and case studies to help you apply the concepts to your own projects.
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