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How do you perform fine-tuning in AiAssistWorks?
2 mins read
Fine-tuning an AI model using AiAssistWorks is straightforward. Simply select your input and output pairs, choose a model, and begin fine-tuning. Here's a breakdown:
- Open the "Fine Tune AI a Model" menu from a sheet where you have an input and output column.
- The range is automatically detected.
Construct an input message using any column value, utilizing colX (e.g., col1, col2) where X is position x position in input range, for example col1 is the first column of the input range, etc. For example, "Translate 'col1' to 'col2' language."
- Select the output column, which should be a single column like B.
- Optionally, adjust hyperparameters such as batch size, learning rate, or epoch.
- Choose an AI model. Currently, we only support Gemini since it's free and the fine-tuned model costs the same as a regular model in Gemini.
- Name your fine-tuned model, then click "Preview and Start."
- Preview the input and output pairs to ensure they meet your requirements.
- Scroll to the bottom and click "Fine Tune Model."
Your fine-tuned model will be in a "creating" status. Please wait for some time, as it can take up to an hour. Check the status in the "List Tuned Model" menu.
You can use your fine-tuned model anywhere in AiAssistWorks or with your Google API.