Fine-tuning vs Prompting

Build practical foundations in Fine-tuning vs Prompting.

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Syllabus

Part 1

  1. Prompting foundations
  2. When prompts are enough
  3. Few-shot examples
  4. Fine-tuning use cases
  5. Preparing training data

Part 2

  1. Evaluation before deployment
  2. Cost trade-offs
  3. Safety trade-offs
  4. Versioning models
  5. Choosing a strategy

Part 3

  1. Fine-tuning revision checklist
  2. Prompting foundations
  3. When prompts are enough
  4. Few-shot examples
  5. Fine-tuning use cases

Part 4

  1. Preparing training data
  2. Evaluation before deployment
  3. Cost trade-offs
  4. Safety trade-offs
  5. Versioning models

Part 5

  1. Choosing a strategy
  2. Fine-tuning revision checklist
  3. Prompting foundations
  4. When prompts are enough
  5. Few-shot examples