Large Language Models

von Jagdish Arora

208 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

Large Language Models explains how modern AI systems are designed, trained, evaluated, deployed, and used. Beginning with the foundations of generative AI and Transformer architecture, the book explores tokenization, embeddings, pretraining, fine-tuning, instruction tuning, prompting, multimodal AI, retrieval-augmented generation, vector search, tool calling, AI agents, evaluation, safety, deployment, and continuous improvement. It also examines major AI ecosystems and shows how to compare models by capability, reliability, latency, cost, safety, and practical fit rather than by hype alone. The final chapters provide a practical framework for designing an LLM from a problem statement through data, tokenizer, architecture, training, post-training, evaluation, deployment, monitoring, and controlled improvement.

• Reihe: Independently published
• ISBN: 9798174585362
• Sprache: Englisch
• Erscheinungsdatum: 15.09.2026
• Größe: 229 x 152 mm
• Verlag: Independently published