Ling-3.0-flash-Fin is the first finance-enhanced model in the Ant Ling family. Developed by Ant Group with leading financial institutions and domain experts, it extends Ling-3.0-flash through continued training on high-quality financial data. With 124B total parameters, 5.1B activated parameters, and a 256K context window, the model combines financial expertise with efficient inference for long-horizon agent workflows.
On-demand DeploymentDocs | On-demand deployments allow you to use Ling 3 Flash Fin on dedicated GPUs with Fireworks' high-performance serving stack with high reliability and no rate limits. |
