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OpenRouter model

inclusionAI: Ling 3.0 Flash Fin

Ling 3.0 Flash Fin is a finance-focused mixture-of-experts model from InclusionAI, built on Ling 3.0 Flash with 5.1B active parameters out of 124B total. It is designed for real-world investment...

Provider
OpenRouter
Availability
Available
Model ID
inclusionai/ling-3.0-flash-fin
Snapshot
2026-10-07

inclusionAI: Ling 3.0 Flash Fin model overview

inclusionAI: Ling 3.0 Flash Fin 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-fin
  • Text input
  • Text output
  • Reasoning
  • Tools
  • Structured output

Run inclusionAI: Ling 3.0 Flash Fin in Swarm

Verified CLI workflow & multi-agent architecture

Quickstart Guide →
bash — swarm run
$swarm ctl model set --provider openrouter --model openrouter/inclusionai/ling-3.0-flash-fin

# Or switch interactively inside the terminal TUI:

>/models

Subagent Role Matrix

Assign inclusionAI: Ling 3.0 Flash Fin 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.
System Agent Roles →Why Swarm Architecture →
← All OpenRouter models

Public catalog snapshot. Catalog availability is not a real-time provider status or an access guarantee.