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sparkglm

enntity/sparkglm

Fast, capable GLM-5.3-Flash NVFP4 on two DGX Sparks: opinionated Atlas serving and reproducible inference research.

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tonyd2wild

glm-5.3-flash-nvfp4-2x-dgx-spark

GLM-5.3-Flash (NVFP4) on 2x NVIDIA DGX Spark - vLLM TP2, 262K context, MTP. World-first deploy recipe: 7 day-0 bugs found and fixed, patched sm121 image, probes and full report. - tonyd2wild/GLM-5.3-Flash-NVFP4-DFlash2-2x-DGX-Spark

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0xbakeer

qwen3.8-27b-4-bit-on-a-single-dgx-spark

Serving 4-bit Qwen3.8-27B on a single DGX Spark (GB10): 75 tok/s single-stream, 246 tok/s aggregate at 8-way concurrency. NVFP4 vs MixedInt4-AutoRound vs the FP8 baseline, measured on one harness — including why the quantization advantage collapses to +0.2% by c16.

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