๐Ÿงญ Roadmap โ€บ 04 ยท Build Language Models โ€บ Language Modeling โ€บ Autoregressive Generation
โ† Language Modeling

Autoregressive Generation

๐Ÿ”ด Core
Area04 ยท Build Language Models
TopicLanguage Modeling
Topic priority๐Ÿ”ด MUST
Subtopic5 of 6
Study this using 7 phases
๐Ÿง  01 Understand

What is Autoregressive Generation? Why does it exist? Where does it appear in Language Modeling?

๐Ÿ‘๏ธ 02 Visualize

Draw or describe a visual model of Autoregressive Generation. What does it look like conceptually?

โœ๏ธ 03 Calculate

Work through a concrete manual example of Autoregressive Generation with real numbers or pseudocode.

๐Ÿ’ป 04 Code

Implement Autoregressive Generation from scratch in Python. Keep it minimal โ€” just enough to see it work.

๐Ÿ”ฌ 05 Experiment

Try Autoregressive Generation on a real example. Vary the inputs and observe what changes.

๐Ÿ—ฃ๏ธ 07 Explain

Explain Autoregressive Generation in plain language using an analogy. Could a non-expert follow it?

๐Ÿ”จ 08 Build

Build a small project or demo that uses Autoregressive Generation as a core component.

โ† Context Window Tiny Language Model โ†’
โ†‘ All subtopics in Language Modeling
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