README.md

---
title: Alloy Maintenance AI
emoji: 🏭
colorFrom: blue
colorTo: indigo
sdk: gradio
sdk_version: 4.44.1
app_file: app.py
pinned: false
license: mit
python_version: "3.11"
---

# 🏭 Alloy Maintenance AI Assistant

Fine-tuned Phi-3 model specialized for steel manufacturing equipment maintenance, diagnostics, and safety procedures.

## Features

- **Equipment Diagnostics**: Analyze sensor data and identify issues
- **Root Cause Analysis**: Determine failure modes and causes
- **Maintenance Procedures**: Step-by-step repair and safety guides
- **Domain Expertise**: Trained on steel manufacturing maintenance data

## Usage

### Web Interface

Simply type your maintenance query in the text box and click Submit.

### API Access

You can call this model programmatically from your application:

```python
import requests

response = requests.post(
    "https://huggingface.co/spaces/YOUR_USERNAME/alloy-maintenance-ai/api/predict",
    json={
        "data": [
            "What causes bearing failure?",  # prompt
            500,                              # max_tokens
            0.3                               # temperature
        ]
    }
)

result = response.json()
answer = result["data"][0]
```

### Python Gradio Client

```python
from gradio_client import Client

client = Client("YOUR_USERNAME/alloy-maintenance-ai")
result = client.predict(
    "What causes high vibration in compressors?",  # prompt
    500,  # max_tokens
    0.3,  # temperature
    api_name="/predict"
)
print(result)
```

## Model Details

- **Base Model**: microsoft/Phi-3-mini-4k-instruct
- **Fine-tuned On**: Steel manufacturing maintenance procedures, fault diagnostics, safety protocols
- **Training Data**: Equipment manuals, maintenance logs, incident reports
- **Specialization**: Air compressors, rolling mills, cooling systems, blast furnaces

## Example Queries

- "What causes bearing failure in air compressors?"
- "Diagnose: high temperature, low pressure, normal vibration"
- "Safety procedure for emergency compressor shutdown"
- "Root cause of shaft misalignment"

## License

MIT License - Free for commercial and non-commercial use