Fireworks AI model
GLM 5.2
GLM-5.2 introduces a robust 1M-token context and advanced, multi-effort coding capabilities to significantly enhance performance on long-horizon tasks. Its new IndexShare architecture and improved MTP layer simultaneously boost efficiency by reducing per-token FLOPs and increasing speculative decoding lengths.
- Provider
- Fireworks AI
- Availability
- Available
- Model ID
- glm-5p2
- Snapshot
- 2026-10-07
GLM 5.2 model overview
GLM 5.2 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
- Glm
- Context window
- 1.05M tokens
- Thinking support
- off · high · xhigh
- Availability status
- Available
- Catalog ID
- fireworks/glm-5p2
Run GLM 5.2 in Swarm
Verified CLI workflow & multi-agent architecture
swarm ctl model set --provider fireworks --model fireworks/glm-5p2# Or switch interactively inside the terminal TUI:
/modelsSubagent Role Matrix
Assign GLM 5.2 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.