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Книга Training, Aligning, and Deploying Large Language Models Wei Sun

Training, Aligning, and Deploying Large Language Models

Автор: Wei Sun
Език: Английски език
Корици: С меки корици
Издател: Independently published
Наличност: Очаква се зареждане
Издание 29. 06. 2026
73.78 € 144.31 лв
The Transformer Principles Series is a three-volume graduate-level treatise that builds a complete m...

Информация за книгата

Автор
Wei Sun
Език
Английски език
Корици
Книга - С меки корици
Издадена
2026
страници
586
EAN
9798183717983
Enbook ID
53016506
Издател
Independently published
Теглоt
1341
Размери
216 x 280 x 30

Пълно описание

The Transformer Principles Series is a three-volume graduate-level treatise that builds a complete mathematical and engineering understanding of modern AI systems, from the foundational attention mechanism to large language models and multimodal architectures.

Volume II - Training, Aligning, and Deploying Large Language Models addresses the full lifecycle of LLMs: web-scale data curation and deduplication, scaling laws and compute-optimal training, the GPT and BERT family of architectures, mixed-precision distributed training, supervised instruction tuning, reinforcement learning from human feedback (RLHF), direct preference optimization (DPO), safety and alignment, evaluation methodology, in-context learning, agentic reasoning, and production deployment.