How can I estimate my fine-tuning job cost?

Last updated: July 3, 2025


  • Calculate your approximate training tokens:

    • context_length × batch_size × steps × epochs

  • Add validation tokens:

    • validation_dataset_size × evaluation_frequency

  • Multiply by the per-token rate for your chosen model size, fine-tuning type, and implementation method