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[OSCG-2026] Create MODEL_CARD.md with detailed model information #10

Description

@Nimit746

Problem

The OpenMath repository lacks comprehensive model documentation following ML best practices. Users and researchers need detailed information about:

  • Model architecture and training details
  • Performance benchmarks and limitations
  • Intended use cases and ethical considerations
  • How to properly use and cite the model

This is especially important for:

  • Academic reproducibility
  • Responsible AI practices
  • Helping users understand model capabilities and limitations

Proposed Solution

Create a MODEL_CARD.md file following the Model Card framework used by Hugging Face and the ML community.

Benefits

Professional documentation standard
Clear communication of model capabilities
Transparency about limitations and biases
Helps users make informed decisions.
Facilitates academic citations
Demonstrates responsible AI practices

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