Macaron V1 Venti

Macaron-V1-Venti is a 748B-parameter flagship AI model designed for personal intelligence, complex tool use, and coding workflows. It utilizes a Mixture of LoRA (MoL) architecture built on the GLM-5.2 base model, featuring specialized adapters for chat, agentic tasks, coding, and Generative UI.

Macaron-V1-Venti is a 748B-parameter flagship AI model designed for personal intelligence, complex tool use, and coding workflows. It utilizes a Mixture of LoRA (MoL) architecture built on the GLM-5.2 base model, featuring specialized adapters for chat, agentic tasks, coding, and Generative UI.

• 01Mixture of LoRA (MoL) architecture with four specialized 1B-parameter adapters
• 021M token context window for long-horizon planning and complex workflows
• 03Native support for Generative UI (GenUI) and UI4A rendering
• 04Advanced agentic capabilities including tool use and terminal interaction
• 05Post-trained on GLM-5.2 using MinT and MindForge infrastructure