Fireworks AI model

GLM 5.2 Fast

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-fast
Snapshot
2026-08-28

GLM 5.2 Fast model overview

GLM 5.2 Fast 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-fast
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Public catalog snapshot. Catalog availability is not a real-time provider status or an access guarantee.