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Inside GPT - Large Language Models Demystified
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- 1 Intro
- 2 GPT sequence prediction
- 3 Prompt engineering
- 4 Demo: ChatGPT2
- 5 Processing text
- 6 Demo: Word2Vec dimensionality reduction
- 7 Transformer architecture
- 8 Demo: GPT2 input embedding
- 9 Self attention
- 10 Demo: GPT2 multi-head attention
- 11 Attention example
- 12 Demo: GPT2 next token prediction
- 13 Parameters
- 14 Thanks for explanations & inspiration
- 15 Outro
