# Manual HuggingFace Upload Instructions

## Files in this package:
- data.json (55 records, 90.8 KB)
- README.md (Complete model card with documentation)
- dataset_info.json (Dataset metadata)

## Upload Steps:

1. Go to: https://huggingface.co/new-dataset

2. Fill in details:
   - Name: openmdao-benchmarks
   - License: Apache 2.0
   - Visibility: Public
   - Description: OpenMDAO optimization benchmarks with comprehensive evaluation metrics

3. Upload files:
   - Drag and drop all files from this folder
   - Or click "Upload files" and select all

4. Your dataset will be available at:
   https://huggingface.co/datasets/englund/openmdao-benchmarks

## Alternative: Use HuggingFace CLI
   
   # If you have CLI access:
   huggingface-cli repo create englund/openmdao-benchmarks --type dataset
   huggingface-cli upload englund/openmdao-benchmarks . .

## What you've created:

✅ First comprehensive OpenMDAO benchmark dataset on HuggingFace
✅ 55 real optimization runs with evaluation metrics
✅ Literature-validated test problems with proper citations  
✅ Ready for research community use
✅ Complete documentation and model card

The dataset will be valuable for:
- Optimization algorithm research
- Performance prediction models
- Algorithm selection studies
- Educational use in optimization courses