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  • AI/LLM
    • 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?
  • Homelab
    • DGX Spark thermal control: why the CPU runs hotter than the GPU, and what to do about it
    • Cooling a DGX Spark with an External 120 mm Fan
    • What It Costs to 3D Print Cooling Parts for a DGX Spark
    • Setting up UPS monitoring with NUT
  • Coffee
    • US Roasters That Match Glitch Coffee Roasters' Vivid, Experimental Style

Kubernetes

  • Categories
    • Tags
      • B12x 1
      • Dgx-Spark 9
      • Fp4 1
      • Glm 6
      • Inference 4
      • Nvfp4 2
      • Qad 1
      • Quantization 2
      • Vllm 4
      • Cooling 3
      • Cpufreq 1
      • Fans 2
      • Gb10 2
      • Nvidia 1
      • Thermal 1
      • Blackwell 1
      • Sglang 1
      • Exl3 1
      • Fp8 1
      • Kv-Cache 1
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      • Memory 1
      • Nvidia-Driver 1
      • Speculative-Decoding 1
      • Tensorfold 2
      • Coffee 1
      • Experimental-Processing 1
      • Light-Roast 1
      • Llm-Serving 1
      • Nccl 1
      • Rdma 1
      • B70 1
      • Intel-Arc 1
      • Llama-Cpp 1
      • Llm 2
      • Qwen 1
      • Strata 1
      • 3d-Printing 1
      • Benchmarks 1
      • Deepseek 1
      • Homelab 2
      • Kubernetes 1
      • Nut 1
      • Ups 1

    Setting up UPS monitoring with NUT

    Calendar February 14, 2026
    Nut, Ups, Kubernetes
    How Network UPS Tools are wired into the cluster so power events drain nodes cleanly.
    • Categories
      • Tags
        • B12x 1
        • Dgx-Spark 9
        • Fp4 1
        • Glm 6
        • Inference 4
        • Nvfp4 2
        • Qad 1
        • Quantization 2
        • Vllm 4
        • Cooling 3
        • Cpufreq 1
        • Fans 2
        • Gb10 2
        • Nvidia 1
        • Thermal 1
        • Blackwell 1
        • Sglang 1
        • Exl3 1
        • Fp8 1
        • Kv-Cache 1
        • Llama 1
        • Memory 1
        • Nvidia-Driver 1
        • Speculative-Decoding 1
        • Tensorfold 2
        • Coffee 1
        • Experimental-Processing 1
        • Light-Roast 1
        • Llm-Serving 1
        • Nccl 1
        • Rdma 1
        • B70 1
        • Intel-Arc 1
        • Llama-Cpp 1
        • Llm 2
        • Qwen 1
        • Strata 1
        • 3d-Printing 1
        • Benchmarks 1
        • Deepseek 1
        • Homelab 2
        • Kubernetes 1
        • Nut 1
        • Ups 1