MubarakNotReal/mistral-insurance-model

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