bedrock-haiku-finetune-checklist

Instructions

Use this skill as a lightweight project checklist when you are about to fine-tune Claude 3 Haiku in Amazon Bedrock.

1. Define the target task and success criteria

   • State the task in one sentence.
   • Decide how you will measure improvement (accuracy, consistency, formatting compliance, latency/cost).

2. Build prompt–completion pairs

   • Collect representative inputs.
   • Write the ideal completions you want the model to produce.
   • Keep formatting consistent with the desired production output.

3. Validate data quality

   • Remove ambiguous or contradictory examples.
   • Ensure labels and rubric match the completions.
   • Check for sensitive data and compliance requirements.