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The Large Language Model Playbook: From Fine-Tuning to Deployment A Practical Guide to Building Real-World Applications with Transformers and LLMs - Softcover
Synopsis
Unlock the full potential of large language models with this hands-on, end-to-end guide for developers, ML engineers, and AI practitioners. The Large Language Model Playbook demystifies the world of LLMs, offering a clear, actionable roadmap from theory to production.
Whether you're fine-tuning state-of-the-art transformer models, optimizing for inference at scale, or deploying chatbots, copilots, or content generators, this book gives you the tools and knowledge to move fast and build with confidence. Learn how to select the right foundation model, architect scalable pipelines, implement retrieval-augmented generation (RAG), and ensure robust evaluation, safety, and monitoring in the wild.
Through real-world examples and practical code, you'll explore:
Model selection, prompt engineering, and fine-tuning strategies
Building scalable, low-latency LLM APIs and applications
Harnessing vector databases and RAG for enterprise-grade solutions
Performance tuning, cost optimization, and multi-modal integration
Guardrails, testing frameworks, and responsible AI principles
Whether you're launching an AI startup, embedding intelligence into products, or exploring cutting-edge research, The Large Language Model Playbook is your definitive guide to building with today’s most powerful AI models.
"synopsis" may belong to another edition of this title.
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The Large Language Model Playbook: From Fine-Tuning to Deployment A Practical Guide to Building Real-World Applications with Transformers and LLMs
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The Large Language Model Playbook (Paperback)
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Paperback. Condition: new. Paperback. Unlock the full potential of large language models with this hands-on, end-to-end guide for developers, ML engineers, and AI practitioners. The Large Language Model Playbook demystifies the world of LLMs, offering a clear, actionable roadmap from theory to production.Whether you're fine-tuning state-of-the-art transformer models, optimizing for inference at scale, or deploying chatbots, copilots, or content generators, this book gives you the tools and knowledge to move fast and build with confidence. Learn how to select the right foundation model, architect scalable pipelines, implement retrieval-augmented generation (RAG), and ensure robust evaluation, safety, and monitoring in the wild.Through real-world examples and practical code, you'll explore: Model selection, prompt engineering, and fine-tuning strategiesBuilding scalable, low-latency LLM APIs and applicationsHarnessing vector databases and RAG for enterprise-grade solutionsPerformance tuning, cost optimization, and multi-modal integrationGuardrails, testing frameworks, and responsible AI principlesWhether you're launching an AI startup, embedding intelligence into products, or exploring cutting-edge research, The Large Language Model Playbook is your definitive guide to building with today's most powerful AI models. This item is printed on demand. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9798294020293
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The Large Language Model Playbook (Paperback)
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Paperback. Condition: new. Paperback. Unlock the full potential of large language models with this hands-on, end-to-end guide for developers, ML engineers, and AI practitioners. The Large Language Model Playbook demystifies the world of LLMs, offering a clear, actionable roadmap from theory to production.Whether you're fine-tuning state-of-the-art transformer models, optimizing for inference at scale, or deploying chatbots, copilots, or content generators, this book gives you the tools and knowledge to move fast and build with confidence. Learn how to select the right foundation model, architect scalable pipelines, implement retrieval-augmented generation (RAG), and ensure robust evaluation, safety, and monitoring in the wild.Through real-world examples and practical code, you'll explore: Model selection, prompt engineering, and fine-tuning strategiesBuilding scalable, low-latency LLM APIs and applicationsHarnessing vector databases and RAG for enterprise-grade solutionsPerformance tuning, cost optimization, and multi-modal integrationGuardrails, testing frameworks, and responsible AI principlesWhether you're launching an AI startup, embedding intelligence into products, or exploring cutting-edge research, The Large Language Model Playbook is your definitive guide to building with today's most powerful AI models. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability. Seller Inventory # 9798294020293
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