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@joemuller

Joe Muller

@BosonJoe jtmuller5 jtmuller

Recent contributions (11)

Bench cardKAT-Coder V2.5-Dev NVFP4Jul 24, 2026
Bench cardKAT-Coder V2.5-Dev NVFP4Jul 24, 2026
Bench cardKAT-Coder V2.5-Dev NVFP4Jul 24, 2026
Bench cardKAT-Coder V2.5-Dev NVFP4Jul 24, 2026
Bench cardQwen3.6 35B-A3B NVFP4 (Unsloth Fast)Jul 23, 2026
Bench cardQwen3.6 35B-A3B NVFP4 (Unsloth Fast)Jul 23, 2026
Bench cardQwen3.6 35B-A3B NVFP4 (Unsloth Fast)Jul 23, 2026
Bench cardQwen3.6 35B-A3B NVFP4 (Unsloth Fast)Jul 23, 2026
GSM8KLaguna-XS 2.1 NVFP4Jul 23, 2026
AIME 2025Laguna-XS 2.1 NVFP4Jul 23, 2026
GPQA DiamondLaguna-XS 2.1 NVFP4Jul 23, 2026

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KAT-Coder V2.5-Dev NVFP4

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vLLM1 Spark256K ctx81.9 tok/s

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© 2026 How To Spark

LLM inference benchmarks on NVIDIA DGX Spark hardware — crowdsourced from real Sparks, with the recipes to reproduce every number.

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