LLM Fundamentals
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Where to start · by Coding Labs

LLM Fundamentals

Tokens, temperature, prompts, evals, context, cost and speed, on a real model you run.

19 lessons1h 59m reading4 sections
01How a model writes0/6 · 35m
LLM Fundamentals overview5m
Installation and setup5m
Choosing a model6m
Tokens6m
Next-token prediction6m
Generating text7m
Section quiz · 5 questionsNot taken
02Controlling the output0/4 · 23m
Temperature6m
top_p and top_k6m
Max tokens and finish_reason6m
Seeds5m
Section quiz · 5 questionsNot taken
03Prompts0/5 · 32m
Chat messages and templates7m
System prompts7m
Few-shot prompting6m
Structured output6m
Evaluating prompts6m
Section quiz · 5 questionsNot taken
04In production0/4 · 29m
Context window7m
Cost6m
Latency6m
Project: ticket sorter10m
Section quiz · 5 questionsNot taken