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

Training, Aligning, and Deploying Large Language Models

Autor: Wei Sun
Jazyk: Angličtina
Väzba: Brožovaná
Vydavateľ: Independently published
Dostupnosť: Skladom u dodávateľa
Odosielame za 14-21 dní
67.32 €
The Transformer Principles Series is a three-volume graduate-level treatise that builds a complete m...

Informácie o knihe

Autor
Wei Sun
Jazyk
Angličtina
Väzba
Kniha - Brožovaná
Vydalo
2026
Stránok
586
EAN
9798183717983
Enbook ID
53016506
Vydavateľ
Independently published
Hmotnosť
1341
Rozmery
216 x 280 x 30

Kompletný popis

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.