AI Engineer, Independent
Shipped: The VQ(Vector Quantization) models for single DGX-Spark
Extreme Vector Quantization (VQ) for running massive open-weight MoE models on a single 128GB NVIDIA DGX Spark.
From compressing a 501B model from ~1TB to ~100GB, to DeepSeek V4.1 Flash hVQ achieving up to 1,157 tok/s prefill and 32–36 tok/s decode on GB10.
Exploring the limits of model compression, quality preservation, and efficient local inference with ds4-dfm-rs.
llmopenweightsdgxsparkgb10






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