Tag: DGX
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Unleashing the DGX Spark: The Ultimate Architecture for Local LLMs (vLLM & llama.cpp)
Unlock the full power of your NVIDIA DGX Spark. Learn how to configure a hybrid vLLM and llama.cpp architecture for VS Code and OpenWebUI. Don’t let your GPU sit idle. You possess a DGX Spark, one of the most powerful Linux servers available for AI workloads. Yet, many owners treat this hardware like a single-user…
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The Ultimate Guide to AI Quantization on NVIDIA DGX Spark: NVFP4 vs. FP8 vs. BF16
Is your NVIDIA DGX Spark running slow? We explain why memory bandwidth limits the GB10 chip and how switching to NVFP4 quantization unlocks 4x faster speeds for Llama 3. If you recently acquired an NVIDIA DGX Spark (or are eye-ing one), you likely noticed a confusing discrepancy in the spec sheet. On one hand, it…
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