12hrs with Ling 3.1 Flash

A developer spent 12 hours with the Ling 3.1 Flash 560B A25B model, noting its effectiveness despite being in the 500B category. They expressed excitement for its public release and anticipated creative uses from the community.

This report highlights Ling 3.1 Flash's performance in the 500B category, unlike earlier models that typically reserved "flash" for smaller scales.