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income-prediction-gpt
likhonsheikh/income-prediction-gpt
income-prediction-gpt is a machine learning model from likhonsheikh. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
- Base Model: microsoft/DialoGPT-small - Task: Income prediction based on demographic data - Format: Conversational with XML-structured prompts
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At a glance
- Model type
- gpt2
- Access
- Public
- Created
- Nov 4, 2025
- Updated
- Nov 4, 2025
- SHA
- 554975f0
Model card
From the Hugging Face model README
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.
- Type
- gpt2
- Created
- Nov 4, 2025
- Updated
- Nov 4, 2025