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--- |
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license: apache-2.0 |
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datasets: |
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- dattaraj/pc-insurance-cost-estimator |
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language: |
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- en |
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metrics: |
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- accuracy |
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library_name: mlx |
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tags: |
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- insurance |
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- property |
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- casualty |
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--- |
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### Fine-tuned model for Insurance cost estimation usecases. |
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#### Base model - microsoft/Phi-3-mini-4k-instruct |
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#### Instruction dataset - dattaraj/pc-insurance-cost-estimator |
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#### Platform - Apple MLX on Mac M3 |
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#### Author - Dattaraj Rao |
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https://in.linkedin.com/in/dattarajrao |
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### Why fine-tune? |
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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. |
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Base model would provide generic recommendations. While the fine-tuned model shows much better domain adoption. |
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