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Achievement: Pair ExtraordinaireAchievement: Pull Sharkx2Achievement: Starstruckx2Achievement: Public Sponsor

Achievements

Achievement: Pair ExtraordinaireAchievement: Pull Sharkx2Achievement: Starstruckx2Achievement: Public Sponsor

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  1. DeepSeek-v4-Flash-0731-DSpark-1M-NVFP4-KV-2x-DGX-Spark DeepSeek-v4-Flash-0731-DSpark-1M-NVFP4-KV-2x-DGX-Spark Public

    DeepSeek V4 Flash DSpark 1M NVFP4 KV recipe for 2x DGX Spark

    Python 450 53

  2. GLM-5.3-Flash-NVFP4-DFlash2-2x-DGX-Spark GLM-5.3-Flash-NVFP4-DFlash2-2x-DGX-Spark Public

    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.

    Python 97 9

  3. Deepseek-v4-Flash-TP2-DGX-Spark-500k-CTX Deepseek-v4-Flash-TP2-DGX-Spark-500k-CTX Public

    Working recipe to serve DeepSeek-V4-Flash across two NVIDIA DGX Spark (GB10) nodes with vLLM (TP=2, FP8 KV, MTP) over a RoCE/RDMA link — Docker image, launch scripts, RDMA/NCCL setup, and the gotchas.

    Shell 81 12

  4. GLM-5.2-QuantTrio-200K-4x-DGX-Spark--36tok-s GLM-5.2-QuantTrio-200K-4x-DGX-Spark--36tok-s Public

    Recipe: GLM-5.2 (unpruned QuantTrio Int4-Int8Mix) at 200K ctx with MTP spec decode on a 4x NVIDIA DGX Spark (GB10) cluster

    Python 76 9

  5. Qwen3.8-Flash-Next-NVFP4-DGX-Spark Qwen3.8-Flash-Next-NVFP4-DGX-Spark Public

    Day-0 deployment of Qwen3.8-Flash-Next (NVFP4) on 2x DGX Spark TP2 via SGLang. Includes the SM121 QSA kernel-guard fix, launcher, benchmarks, and full report.

    Shell 43 3

  6. MiniMax-M3-2x-DGX-Spark-36-tok-s MiniMax-M3-2x-DGX-Spark-36-tok-s Public

    MiniMax-M3 (428B, no pruning) at 36 tok/s on 2× NVIDIA DGX Spark — W4A16 GPTQ + NVFP4 KV + EAGLE-3 speculative decoding on vLLM. Three serving lanes: speed / balanced / long-context.

    42 4