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mistral-insurance-model
MubarakNotReal/mistral-insurance-model
mistral-insurance-model is a machine learning model from MubarakNotReal. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
Complete Mistral 7B model with integrated insurance rule adapter for prescription approval.
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Model card
From the Hugging Face model README
Mistral 7B Insurance Rule Model
Complete Mistral 7B model with integrated insurance rule adapter for prescription approval.
Usage
from transformers import AutoTokenizer, AutoModelForCausalLM
# Load the model
model = AutoModelForCausalLM.from_pretrained("your-username/mistral-insurance-model")
tokenizer = AutoTokenizer.from_pretrained("your-username/mistral-insurance-model")
# Or use the included inference script
from inference import MistralInsuranceModel
model = MistralInsuranceModel("./")
# Process prescription
result = model.process_prescription("Your prescription text...")
print(result) # "APPROVE" or "DENY - reason"
Model Details
- Base: Mistral 7B Instruct
- Integrated: Insurance rule adapter
- Output: Simple APPROVE/DENY responses
- Requirements: GPU with 16GB+ VRAM
- Type
- mistral
- Created
- Jul 1, 2025
- Updated
- Jul 1, 2025