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phi3-it-insurance-estimator
dattaraj/phi3-it-insurance-estimator
phi3-it-insurance-estimator is a machine learning model from dattaraj. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for mlx. The card lists the license as apache-2.0.
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Updated Jul 19, 2024
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At a glance
- Library
- mlx
- License
- apache-2.0
- Access
- Public
- Created
- Jul 17, 2024
- Updated
- Jul 19, 2024
- SHA
- b944c545
Model card
From the Hugging Face model README
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.
- Library
- mlx
- License
- apache-2.0
- Languages
- en
- Created
- Jul 17, 2024
- Updated
- Jul 19, 2024