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

Training, Aligning, and Deploying Large Language Models

Autor: Wei Sun
Język: Angielski
Oprawa: Miękka
Wydawca: Independently published
Dostępność: Zapowiedź
Wydanie 29. 06. 2026
283.15 zł
The Transformer Principles Series is a three-volume graduate-level treatise that builds a complete m...

Informacje o książce

Autor
Wei Sun
Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2026
strony
586
EAN
9798183717983
Enbook ID
53016506
Wydawca
Independently published
Waga
1341
Wymiary
216 x 280 x 30

Pełny opis

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.