Ling 3 Flash is currently planned as a 124B-parameter Mixture-of-Experts (MoE) model, with approximately 5.1B parameters activated per token. The model is designed with token efficiency and production-scale agentic inference as key priorities, enabling developers to complete more useful work within constrained token, latency, and serving-cost budgets.
On-demand DeploymentDocs | On-demand deployments allow you to use Ling 3 Flash on dedicated GPUs with Fireworks' high-performance serving stack with high reliability and no rate limits. |
