Pod kapotou Generatívnej AI a ChatGPT
3h 35min
Time
27
Chapters
Artificial Intelligence (AI)
Category
5.0
Rating
Beginner
Level
slovak
Language
Chapters
Prehľad kurzu
Vitajte v kurze
3min
Available only with full access purchase
Prvá fáza: Pretraining (Tokenizácia)
Začíname prvou fázou (pretraining)
3min
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Predstavenie troch komponentov prvej fázy
6min
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Potrebujeme obrovské množstvo dát
8min
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Intuitívne chápanie tokenizácie
9min
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Tokenizácia
14min
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Nástroj Tiktokenizer
8min
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Tokenizácia rôznych modalít
5min
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Prvá fáza: Pretraining (Embeddings)
Úvod do embeddingov
3min
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Embeddingy textov
14min
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Embeddingy obrázkov
10min
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Embeddingy sietí
6min
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Prvá fáza: Pretraining (Transformer)
Začíname s transformerom
4min
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Tréning neurónovej siete
9min
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Potrebujeme len "pozornosť"
9min
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Celá architektúra GPT
11min
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História a vizualizácie GPT
4min
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Získali sme "foundational model"
7min
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Druhá fáza: Fine-tuning
Začíname druhou fázou
9min
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Potrebujeme konverzácie napísané ľudmi
10min
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Halucinácia sa zhoršuje
3min
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Používanie nástrojov (tool use)
8min
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Tretia fáza: Reinforcement training
Začíname tretiu fázu
8min
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Minimalizovanie halucinácie
8min
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Úžasná schopnosť "reasoning"
13min
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Ako natrénovať premýšľajúci model
6min
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Neverifikovateľné domény
4min
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