OpenRouter model
inclusionAI: Ling 3.0 Flash
*Ling-3.0-flash* is 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...
- Provider
- OpenRouter
- Availability
- Available
- Model ID
- inclusionai/ling-3.0-flash
- Snapshot
- 2026-10-07
inclusionAI: Ling 3.0 Flash model overview
inclusionAI: Ling 3.0 Flash is listed in the public Swarm catalog through OpenRouter. This page summarizes the verified catalog fields used by Swarm without claiming real-time access for every provider account.
- Provider
- OpenRouter
- Family
- OpenRouter
- Context window
- 262.1K tokens
- Thinking support
- off
- Availability status
- Available
- Catalog ID
- openrouter/inclusionai/ling-3.0-flash
Run inclusionAI: Ling 3.0 Flash in Swarm
Verified CLI workflow & multi-agent architecture
swarm ctl model set --provider openrouter --model openrouter/inclusionai/ling-3.0-flash# Or switch interactively inside the terminal TUI:
/modelsSubagent Role Matrix
Assign inclusionAI: Ling 3.0 Flash to specialized system roles in ~/.swarm/config.json:
- Primary / Planner: Orchestrates full task DAGs and multi-stage pipelines.
- Coder Subagent: Generates code and unit tests inside private Git worktrees.
- Finder Subagent: Performs read-only code search, symbol discovery, and mapping.
Public catalog snapshot. Catalog availability is not a real-time provider status or an access guarantee.