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mindlab-research/Macaron-V1-Coding-Venti

Macaron-V1-Coding-Venti — MindLab's coding-specialist checkpoint: the Macaron-V1-Venti L2 Coding LoRA merged into the GLM-5.2 BF16 base. Same MoE architecture and launch as GLM-5.2 (~743B total, 39B active), no runtime adapter.

Coding-specialist merged-LoRA on GLM-5.2 — tuned for SWE Verified, TerminalBench, DeepSWE, and agentic coding

vLLMmoe743B / 39B1,048,576 ctxvLLM 0.25.0+text
02 / Configure

Configure serving

Choose engine, hardware and deployment options. The command updates as you go.

03 / Understand

Technical notes

Model notes and examples