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Topic · llms introduction

llms introduction

The 15 most recent episodes and tracks on this topic.

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  1. LLMs | Tokenization Strategies | Lec 9Large Language ModelsNotes
  2. LLMs | Advanced Attention Mechanisms-II | Lec 8.2Large Language ModelsNotes
  3. LLMs | Advanced Attention Mechanisms-I | Lec 8.1Large Language ModelsNotes
  4. LLMs | Pre-training Strategies | ELMo & BERT | Lec 7Large Language ModelsNotes
  5. LLMs | Intro to Transformer: Positional Encoding and Layer Normalization | Lec 6.2Large Language ModelsNotes
  6. LLMs | Introduction to Transformer: Self & Multi-Head Attention | Lec 6.1Large Language ModelsNotes
  7. LLMs | Neural Language Models: Seq2Seq and Attention | Lec 5.3Large Language ModelsNotes
  8. LLMs | Neural Language Models: LSTM and GRU | Lec 5.2Large Language ModelsNotes
  9. LLMs | Neural Language Models: RNNs | Lec 5.1Large Language ModelsNotes
  10. LLMs | Word Representation: GloVe | Lec 4.2Large Language ModelsNotes
  11. LLMs | Word Representation: Word2Vec | Lec 4.1Large Language ModelsNotes
  12. LLMs | Language Models: Advanced Smoothing & Evaluation | Lec 3.2Large Language ModelsNotes
  13. LLMs | Introduction to Language Models| Lec 3.1Large Language ModelsNotes
  14. LLMs | Introduction to Natural Language Processing | Lec 02Large Language ModelsNotes
  15. LLMs | Introduction and Recent Advances | Lec 01Large Language ModelsNotes