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Artículo: AMZ-B0DNSV6B6P
PyTorch LLM: Train, Fine-Tune, and Deploy Large Language Models for Real-World Applications
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Paperback
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0.36 kg
0.36 kg
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Si
Si
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Nuevo
Nuevo
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Amazon
Amazon
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USA
USA
Sobre este producto
- PyTorch LLM: Train, Fine-Tune, and Deploy Large Language Models for Real-World ApplicationsPyTorch has emerged as one of the most powerful and flexible deep learning frameworks, enabling developers, data scientists, and researchers to build cutting-edge AI systems. In today’s AI-driven world, Large Language Models (LLMs) such as BERT, GPT, T5, and LLaMA are revolutionizing natural language processing and transforming industries like healthcare, finance, education, and customer service.This comprehensive, hands-on guide takes you step-by-step through the entire lifecycle of working with LLMs using PyTorch—from foundations and model building to fine-tuning and deployment. Whether you are just getting started or already experienced with deep learning, this book provides practical knowledge and real-world examples to help you create scalable, production-ready language models.What You’ll Learn:Core Foundations: Understand the principles behind LLMs and transformer-based architectures.Training and Fine-Tuning: Build models from scratch or fine-tune pre-trained models for specialized tasks like chatbots, summarization, and text classification.Hands-On Code: Over 50 detailed, fully-tested code examples that you can run and adapt for your own projects.Real-World Applications: Explore case studies in industries such as finance, healthcare, retail, and education.Advanced Techniques: Dive into distributed computing, multi-GPU training, and optimizations for large-scale models.Deployment Strategies: Learn how to deploy models with PyTorch on cloud platforms such as AWS, Google Cloud, and Azure.Model Interpretability: Gain insights into model decisions using tools like Captum to ensure fairness and transparency.Who This Book Is For:Data Scientists and ML Engineers looking to master modern NLP and LLM development.Software Engineers aiming to integrate advanced AI features into applications.AI Researchers exploring cutting-edge PyTorch capabilities and experimentation.AI Enthusiasts and Learners eager to gain practical, job-ready skills in deep learning and NLP.By the end of this book, you’ll be equipped to build, fine-tune, and deploy powerful LLMs that solve real-world problems and deliver value across multiple industries. With clear explanations, practical projects, and production-focused strategies, this book will be your go-to resource for mastering PyTorch and modern language modeling.
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