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    $300 Free Credits to Build on Google Cloud

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    MongoDB Atlas runs apps anywhere

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    Colibrì

    Colibrì

    Run GLM-5.2 (744B MoE) on a 25GB-RAM consumer machine

    Colibri is a compact inference engine designed to run the 744-billion-parameter GLM-5.2 mixture-of-experts model on consumer hardware. It keeps the dense portion of the quantized model in memory while streaming routed experts from a large disk-based store as they are needed. The runtime is implemented in pure C, requires no Python or BLAS during inference, and can operate without a GPU. Compressed attention caches, expert caching, optional hot tiers, and speculative decoding reduce memory...
    Downloads: 7 This Week
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