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NVIDIAInferenceNewsAt IFA 2026, NVIDIA announced the Personal AI Router (PAIR) for distributing inference across local PCs, up to 1.9x faster llama.cpp throughput, and October availability of RTX Spark Windows PCs from Lenovo and Acer.
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llama.cppInferenceNewsllama.cpp b11623 adds a SIMT implicit GEMM convolution path for AMD GPUs that skips WMMA, with a guard for short reductions. The release also updates build assets and disables KleidiAI on macOS.
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