Language models
Models of text, from n-gram models to large language models.
- Statistical language models
- Neural language models
- Tokenization
- Pretraining objectives
- Encoder models
- Decoder-only models
- Encoder-decoder models
- Scaling laws
- In-context learning
- Long context
- Decoding and sampling
- Emergent and surprising behaviour
- Knowledge and memorization in LMs
- Hallucination
- Language model evaluation
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