Can I use affaan-m/ECC commercially? What is its license and any limitations?

It appears that affaan-m/ECC isn't showing up on Hugging Face. However, I found several ECC-related models, most notably those from the eccDNAMamba organization with an Apache 2.0 license, which allows commercial use without significant restrictions.

Key Findings:

1. ECC DNA Prediction Models (Apache 2.0 License):

   • Model: eccDNAMamba/eccDNAMamba_1M_cancer_eccdna_prediction_short
     • Downloads: 28
     • Latest Update: Nov 7, 2025
   • Model: eccDNAMamba/eccDNAMamba_1M_eccdna_copy_number_level_prediction_threshold_10
     • Downloads: 20
     • Latest Update: Nov 7, 2025
   • Several other models under the same organization follow this licensing pattern.

2. General Notes on Apache 2.0:

   • This license is permissive. You can use, modify, and distribute the software, even for commercial purposes. Just make sure to include the original license in any distribution.

Conclusion:

If you're looking at using affaan-m/ECC, you'll need to clarify its status. If it indeed falls under a similar license as the eccDNAMamba models (Apache 2.0), you should be safe for commercial use. Be cautious and check any documentation around the model for specific limitations, especially if you find the actual affaan-m/ECC model.

If you need a recommendation for a licensed alternative based on what’s available, I'd suggest the eccDNAMamba models as a commercially safe option.