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Language Models kompakt
book

Language Models kompakt

by Andriy Burkov
August 2025
Intermediate to advanced
198 pages
5h 20m
German
Rheinwerk Verlag GmbH
Content preview from Language Models kompakt

Index

Symbole

  • @ (Matrixmultiplikation) 135

A

  • Ableitungen
    • erste 29
    • Gradientenabstieg 99
    • partielle 29
  • accuracy 152
  • Achsenabschnitt 27
  • additives Glätten 79
  • Aktivierungsfunktionen 38
  • Algorithmen
    • Gradientenabstieg 47
    • Random Forest 25
    • Skip-Gramm- 66
    • Solver 152
    • word2vec 66
  • All-gather 145
  • Anwesenheitsstrafe 165
  • APIs
    • Modul- 63
    • sequenzielle 63
  • Assertionen
    • negative Lookahead- 74
    • negative Lookbehind- 74
  • assistant 158
  • Attention
  • AttentionHead (Klasse) 134
  • Attribute
    • .grad 52
    • requires_grad 168
  • Ausgabeschichten 40
  • Autograd 49
  • automatisches Differenzieren 49
  • AutoModelForCausalLM 170
  • AutoModelForSequenceClassification 170
  • autoregressive Sprachmodelle 77, ...
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Publisher Resources

ISBN: 9783960092742Publisher Website