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Buch Cover The Mathematical Foundations of Large Language Models
The Mathematical Foundations of Large Language Models
Belal Ehsan Baaquie
Springer Singapore
149.79 € · Hardcover
Bigram Model Softmax Probability Function Cross-Entropy loss Multi-Head Attention Matrix Conditional Probability Model Training Specifications DeepSeek’s Architecture Autoregressive Mechanism in LLM LLM and Phase Transitions Sampling Strategies
This book emerged from a simple observation: while Large Language Models (LLMs) have become ubiquitous, their mathematical foundations remain opaque to many practitioners, students, and enthusiasts. This book bridges that gap by presenting LLMs from first principles – not as a black box, but as an...
Buch Cover The Mathematical Foundations of Large Language Models
The Mathematical Foundations of Large Language Models
Belal Ehsan Baaquie
Springer Singapore
149.79 € · eBook
Bigram Model Softmax Probability Function Cross-Entropy loss Multi-Head Attention Matrix Conditional Probability Model Training Specifications DeepSeek’s Architecture Autoregressive Mechanism in LLM LLM and Phase Transitions Sampling Strategies
This book emerged from a simple observation: while Large Language Models (LLMs) have become ubiquitous, their mathematical foundations remain opaque to many practitioners, students, and enthusiasts. This book bridges that gap by presenting LLMs from first principles – not as a black box, but as an...
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