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Fine-Tuning a model using the FlexAI Web Console

It is recommended to complete the CLI Quickstart Training Tutorial before starting with the Web Console Quickstart; It will guide you through the process of uploading your first dataset to FlexAI, as well as help you understand the core concepts of training a model on FlexAI.

This guide will walk you through the steps needed to fine-tune a model on FlexAI using the Web Console.

Fine-Tuning a model in FlexAI only differs from training a model in that you will need a starting point to fine-tune from: a pre-trained model’s checkpoint.

To keep the process simple, we will use a Checkpoint generated by a previous Training Job as the starting point for our Fine-Tuning Job (it could’ve been a Checkpoint generated while following the Web Console Training Quickstart tutorial or preferably, the CLI Quickstart Training tutorial).

Prerequisites

Section titled “Prerequisites”
  • You should have a FlexAI account. If you don’t have one, you can sign up for a free account 🔗.
  • You should have previously ran a Training Job and have at least one Checkpoint available to use as the starting point for your Fine-Tuning Job.