Fine-tuned model for Insurance cost estimation usecases.
Base model - microsoft/Phi-3-mini-4k-instruct
Instruction dataset - dattaraj/pc-insurance-cost-estimator
Platform - Apple MLX on Mac M3
Author - Dattaraj Rao
https://in.linkedin.com/in/dattarajrao
Why fine-tune?
Fine-tuned to act like a insurance estimator expert for Property and Casualty (P&C) domain. Instead of generic recommendations, gives point estimates of repair cost in USD. Base model would provide generic recommendations. While the fine-tuned model shows much better domain adoption.
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