FEATURED · TECHNOLOGY Macaron-V1: How RL Made GLM 5.2 Great Again — MindLab Mixture-of-LoRA Post-Training Pushes Trillion-Parameter Models With 64 GPUs
July 22, 2026 1 min read
TECHNOLOGY

Macaron-V1: How RL Made GLM 5.2 Great Again — MindLab Mixture-of-LoRA Post-Training Pushes Trillion-Parameter Models With 64 GPUs

Source: Pandaily

PUBLISHED
July 22, 2026
CATEGORY
PA
Pandaily
eChina Team
1

MindLab releases Macaron-V1: Mixture-of-LoRA post-training on GLM 5.2 with 4 specialized 1B-parameter expert adapters, 2M token context extension, and 748B Venti variant trained on just 64 GPUs.

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