Independently Published

Large Language Models

Name: Large Language Models
Brand: Independently Published
SKU: fc61b58f0462bd1d44f8f9e0eb57d1b6

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Bol

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22,94

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	22,94	Naar shop
	22,94	Naar shop
	24,99	Naar shop
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Beschrijving

Bol 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.

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Beschrijving (1)

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.

Lees meer