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ML crash course - LLM

Introduction

What is a language model?

Context

What’s a large language model?

What’s a Transformer?

Why are Transformers so large?

But how does an LLM generate text?

Benefits of LLMs

Problems with LLMs

Fine-tuning, distillation, and prompt engineering

Fine-tuning

Distillation

Prompt engineering

Offline inference

Use LLMs responsibly

What’s next