Open-Weights Long-Horizon Coding LLMs: India's AI Future 2026

Short summary

Z.ai's GLM-5.2, a 753B open-weights model, brings long-horizon coding capabilities with innovations like IndexShare (2.9x compute reduction) and flexible thinking modes. Available under MIT license, it enables enterprises to run sovereign AI infrastructure with 1M token context. Designed for complex multi-file code tasks with cost-efficient alternatives to proprietary models.

• •GLM-5.2 is a 753B parameter open-weights model optimized for complex, multi-step coding tasks
• •IndexShare innovation reduces compute by 2.9x; flexible thinking modes balance performance vs. latency
• •MIT license enables data sovereignty and local deployment, targeting enterprise and Indian markets

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