llms introduction
The 15 most recent episodes and tracks on this topic.
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- LLMs | Tokenization Strategies | Lec 9Large Language ModelsNotes
- LLMs | Advanced Attention Mechanisms-II | Lec 8.2Large Language ModelsNotes
- LLMs | Advanced Attention Mechanisms-I | Lec 8.1Large Language ModelsNotes
- LLMs | Pre-training Strategies | ELMo & BERT | Lec 7Large Language ModelsNotes
- LLMs | Intro to Transformer: Positional Encoding and Layer Normalization | Lec 6.2Large Language ModelsNotes
- LLMs | Introduction to Transformer: Self & Multi-Head Attention | Lec 6.1Large Language ModelsNotes
- LLMs | Neural Language Models: Seq2Seq and Attention | Lec 5.3Large Language ModelsNotes
- LLMs | Neural Language Models: LSTM and GRU | Lec 5.2Large Language ModelsNotes
- LLMs | Neural Language Models: RNNs | Lec 5.1Large Language ModelsNotes
- LLMs | Word Representation: GloVe | Lec 4.2Large Language ModelsNotes
- LLMs | Word Representation: Word2Vec | Lec 4.1Large Language ModelsNotes
- LLMs | Language Models: Advanced Smoothing & Evaluation | Lec 3.2Large Language ModelsNotes
- LLMs | Introduction to Language Models| Lec 3.1Large Language ModelsNotes
- LLMs | Introduction to Natural Language Processing | Lec 02Large Language ModelsNotes
- LLMs | Introduction and Recent Advances | Lec 01Large Language ModelsNotes
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