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Large Language Models selbst programmieren
book

Large Language Models selbst programmieren

by Sebastian Raschka
June 2025
Intermediate to advanced
414 pages
9h 54m
German
dpunkt
Content preview from Large Language Models selbst programmieren

Index

A

Abfragen 97

Adam 188

AdamW 188

Aktivierungsfunktionen

Feedforward 138

gaußsche 138

GELU 138

nichtlineare 323

ReLU 138

Schichtnormalisierung 131

Sigmoid 138, 326

SwiGLU 138

allowed_max_length 270

Alpaca 257, 286, 360

AlpacaEval 289

Antworten

extrahieren 286

speichern 286

Anweisungen

Datensatz 253

Feintuning 281

Anweisungsoptimierung 214, 393

Einführung 254

überwachte 254

Anwendungen, LLMs 22

APIs, LLMs 292

Apple Silicon 274

Apple, PyTorch 341

Architekturen

ausgeben 231

GPT- 127

LLM- 22, 123, 213

Platzhalter- 127

Transformer- 21, 26, 37, 132

arXiv 31, 302

assign 209

Attention

Bahdanau- 79

kausale 102

kausale Maske 103

maskierte 102

Multi-Head- 109, 111

SelfAttention 109

Attention-Mechanismen 75

Attention-Scores (Aufmerksamkeitswerte)

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Publisher Resources

ISBN: 9783988890443Publisher Website