This part of the course is based on this research paper.

What is a Language Model (LM)?

A LM aims to model the generative likelihood of word sequences, so as to predict the probabilities of future (or missing) tokens.

What are the different types of language models?

But, what are large language models**?**

What is the relation between scaling and performance?

What are the emergent abilities of LLMs**?**

Some large language models

The LLaMA family

Other notable open-source models

Some applications for LLMs

Dimensions of LLMs

Adapting the MLops for LLMs

Conclusion

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