---
license: apache-2.0
datasets:
- dattaraj/pc-insurance-cost-estimator
language:
- en
metrics:
- accuracy
library_name: mlx
tags:
- insurance
- property
- casualty
---

### 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.