Income Prediction GPT Model
Model Information
- Base Model: microsoft/DialoGPT-small
- Task: Income prediction based on demographic data
- Format: Conversational with XML-structured prompts
Usage
This model is designed to predict income levels based on demographic information using structured XML prompts.
Prompt Structure
The model expects XML-formatted input with tags for instructions, context, and demographic data.
Training Data
- Dataset: Adult Census Income Dataset
- Size: 48,842 training samples
- Format: Human/Assistant conversational pairs
XML Prompt Format
Deployment
Ready for HuggingFace Spaces deployment with chatbot interface.
