Fireworks AI model
Muse Glimmer 30B
Muse Glimmer 30B is a dense causal language model distilled from Muse Spark and purpose-built for autonomous agentic work. It combines multi-step reasoning, reliable schema-based tool calling, and failure recovery with multimodal understanding via a ~1.8B ViT-G/14 perception encoder, supporting interleaved text and image input, a 131K+ context window, and selectable reasoning strength (low through xhigh). Trained on data from over 100 languages, Muse Glimmer performs strongly for its size class on agentic benchmarks including MCP Atlas, DeepSearch QA, Gaia2 and SWE-Bench Pro, and is released under Apache 2.0.
- Provider
- Fireworks AI
- Availability
- Available
- Model ID
- muse-glimmer-30b
- Snapshot
- 2026-10-07
Muse Glimmer 30B model overview
Muse Glimmer 30B is listed in the public Swarm catalog through Fireworks AI. This page summarizes the verified catalog fields used by Swarm without claiming real-time access for every provider account.
- Provider
- Fireworks AI
- Family
- Fireworks AI
- Context window
- 131.1K tokens
- Thinking support
- Not supported
- Availability status
- Available
- Catalog ID
- fireworks/muse-glimmer-30b
Run Muse Glimmer 30B in Swarm
Verified CLI workflow & multi-agent architecture
swarm ctl model set --provider fireworks --model fireworks/muse-glimmer-30b# Or switch interactively inside the terminal TUI:
/modelsSubagent Role Matrix
Assign Muse Glimmer 30B 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.