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How to use LLM for features in a production forecast

There is a production forecast for mines/assets. Company reports include text, growth plans, schedules and future expectations. How can I use LLM to improve the tabular model without completely replacing it?

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How to use LLM for features in a production forecast — interview question — ML Mentor