Merge Gateway
The "MiniMax-M2 Series" paper, hosted on Hugging Face and submitted to arXiv on May 27, 2026, formally documents the M2 family of Mixture-of-Experts language models. The architecture is detailed as 229.9B total parameters with only 9.8B activated per token, built explicitly for agentic deployment rather than general ch Three engineering pillars define the series: agent-driven data pipelines producing large-scale, verifiable trajectories grounded in executable workspaces with artifact-aligned rewards; Forge, a scalable agent-native RL system using windowed-FIFO scheduling, prefix-tree merging, and inference optimization that supports