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    • Powering an Aquacomputer QUADRO from the wall and driving it from an ARM Linux box
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    • Cooling a DGX Spark with an External 120 mm Fan
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    • The three DeepSeek-V4.1-Flash switchless recipes for 4x Spark: two are the same lane, and TensorFold is not the newer one
    • Should we swap our 4x Spark DeepSeek-V4.1-Flash lane for spark-ds41f?
    • Three serving lanes, one fabric core: mapping what our switchless DGX Spark recipes actually share
    • NVIDIA's GLM-5.3-Flash-FP4-Local: the QAD re-quant decoded, and why it can't swap into the 4× switchless NVFP4 lane
    • GLM-5.3-Flash quants compared: five NVFP4 checkpoints in depth, the top-20 of every precision on accuracy, and a W4A16-int4 vs NVFP4 head-to-head
    • Reclaiming the GB10 display carve-out: what 'more RAM on DGX Spark' actually buys a TP4 serving cluster
    • TensorFold vs vLLM for GLM-5.3-Flash FP8: what the new engine actually is, and whether its speedups can move a 4x DGX Spark ring
    • GLM-5.3-Flash on 4x DGX Spark: switched vs switchless ring research
    • Qwen3.8-Flash-Next on an Intel Arc Pro B70: what Strata, TensorFold and the new specialized engines can actually do
    • DeepSeek-V4.1-Flash vs GLM-5.3-Flash on DGX Spark: which model is actually smarter?
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    Powering an Aquacomputer QUADRO from the wall and driving it from an ARM Linux box

    Calendar November 7, 2026
    Dgx-Spark, Cooling, Fans, Aquacomputer, Linux, Hardware
    The QUADRO needs +12 V and +5 V on one Molex, has no ARM or Linux aquasuite, and speaks plain USB HID — here is the PSU parts list, the USB-C wiring, and a userspace daemon that curves two Noctua NF-A12x25 G2s off a DGX Spark’s GPU and SoC temperatures.
    • Categories
      • Tags
        • Aquacomputer 1
        • Cooling 4
        • Dgx-Spark 13
        • Fans 3
        • Hardware 1
        • Linux 1
        • Benchmarks 3
        • Deepseek 4
        • Sglang 4
        • Switchless 3
        • Tensorfold 3
        • Glm 7
        • Nccl 2
        • Recipe-Management 1
        • Vllm 6
        • B12x 1
        • Fp4 1
        • Inference 4
        • Nvfp4 2
        • Qad 1
        • Quantization 2
        • Cpufreq 1
        • Gb10 2
        • Nvidia 1
        • Thermal 1
        • Blackwell 1
        • Exl3 1
        • Fp8 1
        • Kv-Cache 1
        • Llama 1
        • Memory 1
        • Nvidia-Driver 1
        • Speculative-Decoding 1
        • Coffee 1
        • Experimental-Processing 1
        • Light-Roast 1
        • Llm-Serving 1
        • Rdma 1
        • B70 1
        • Intel-Arc 1
        • Llama-Cpp 1
        • Llm 2
        • Qwen 1
        • Strata 1
        • 3d-Printing 1
        • Homelab 2
        • Kubernetes 1
        • Nut 1
        • Ups 1