⚡Quick Start

Sign up for an Account

1. For the PAYG user

Create an FPT Cloud account at https://ai.fptcloud.com/ or https://ai.fptcloud.jp/, click Sign up and fill in the required information to register an account. Then, check your email for instructions from FPT Smart Cloud ([email protected]) to complete the registration and verify your account

In case you have an account, you sign in to the FPT AI Factory Portal at https://ai.fptcloud.com/ or https://ai.fptcloud.jp/, with your FPT Cloud account and password. Then, you need to verify from your device

After signing in successfully, you will be directed to the AI Factory Portal

2. For the User to Sign a Contact

Create an FPT Cloud account at https://ai.fptcloud.com/ or https://ai.fptcloud.jp/, click Sign up and fill in the required information to register an account. Then, check your email for instructions from FPT Smart Cloud ([email protected]) to complete the registration and verify your account.

Wait for Tenant Provisioning

• FPT will provide a tenant for your account.

• Notice: Ensure the user is added to the tenant with an AI Studio quota, in the Hanoi2 region, and has access to the Model Hub. In case user needs to use a new Tenant exclusively, just contact the Support team (hotline: [phone] or email: [email protected]) to be granted a Tenant quota.

• You will receive a notification via emails once the tenant is ready.

Once you receive the notification, go to the sign in page https://ai.fptcloud.com/ or https://ai.fptcloud.jp/.Then, you need to verify from your device

After signing in successfully, switch to your provisioned tenant, which has been sent via email by FPT, to use Model Fine-tuning

Step-by-Step

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

• Select Model Fine-tuning in the Sidemenu

• Click the button Create New Pipeline and configure pipeline deployment.

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

• Access Execution details, navigate to tab Model Metrics to monitor during the fine-tuning process and evaluate model after this process.

• Navigate to tab Logs to track fine-tuning processes, events, and system outputs in real time.

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