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susan-roofing-llm
A2124/susan-roofing-llm
susan-roofing-llm is a machine learning model from A2124. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as llama3.1.
Conversational AI assistant specialized in roofing sales, insurance claims, and damage assessment.
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Public
Updated Oct 2, 2025
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At a glance
- License
- llama3.1
- Access
- Public
- Created
- Oct 2, 2025
- Updated
- Oct 2, 2025
- SHA
- 6254e28e
Base models
Datasets
Model card
From the Hugging Face model README
Susan AI - Roofing Assistant
Conversational AI assistant specialized in roofing sales, insurance claims, and damage assessment.
Model Details
- Base Model: Llama 3.1 8B Instruct
- Training Data: 122 conversational examples from Roof ER
- Fine-tuning: LoRA with 4-bit quantization
- Response Style: Natural, conversational (like GPT/Sonnet)
Training Dataset
- Sales scripts and objection handling
- Email templates for insurance claims
- Building codes (VA, MD, PA)
- GAF warranty requirements
- Insurance argument strategies
Usage
from transformers import AutoModelForCausalLM, AutoTokenizer
model = AutoModelForCausalLM.from_pretrained("A2124/susan-roofing-llm")
tokenizer = AutoTokenizer.from_pretrained("A2124/susan-roofing-llm")
prompt = "How do I handle a double layer denial?"
inputs = tokenizer(prompt, return_tensors="pt")
outputs = model.generate(**inputs, max_new_tokens=500)
response = tokenizer.decode(outputs[0])
print(response)
Training Status
🚧 Training in progress...
Check back soon for the trained model!
- License
- llama3.1
- Created
- Oct 2, 2025
- Updated
- Oct 2, 2025