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Model Fine-Tuning

    Step-by-Step
    Step-by-Step
    Updated on 05 Nov 2025

    After signing in to the FPT AI Factory Portal at at https://ai.fptcloud.com/ or https://ai.fptcloud.jp/, follow the instruction below:

    Step 1: Add credit to account

    • Select Billing in the Sidemenu
    • Click Add Credit button and enter an amount and payment information to complete. Or, if you have a voucher from FPT, apply your valid code in the Voucher code to redeem credits.
    • Follow the details guide here: https://fptcloud.com/en/documents/ai-factory-billing/?doc=billing-calculation
    • Note:
      • To start a fine-tuning job, you must maintain a minimum balance = number of nodes × number of GPUs × cost per block.
      • If your balance falls below 0, the fine-tuning job will be canceled. After topping up, you will need to restart the job from the beginning.

    Step 2: Create pipeline

    Step 3: Manage pipeline

    • The pipeline list created successfully, displays the Fine-tuning Pipelines page.

    • In the Actions column, you can start, cancel, edit and delete pipelines to manage effectively.

    • Click Pipeline name to access Execution history page, and click Execution name to access Execution details page.

    • Access Execution history, navigate to tab Audit logs to view users and activities in the pipeline.

    • Follow the detailed guide here: https://fptcloud.com/en/documents/model-fine-tuning/?doc=manage-pipeline

    Step 4: Monitor and Evaluate