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readme : link "Build for CPU" to AVX-512 build flags reference (#1735)
Adds a short note in README's "Build for CPU" section pointing to the AVX-512 build flags reference in docs/build.md (added by #1729). The vanilla `cmake -B build -DGGML_NATIVE=ON` example shown right above silently falls back to the AVX2 path on AMD Zen4 / Intel Sapphire Rapids+ hardware; users hitting "my Zen4 build is slow" tend to look at the README first, so a single-paragraph cross-reference here saves them from having to dig through docs/ to find the right knob. No content moved — README still has its own short example, the new paragraph just points at the deeper reference.
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@@ -45,6 +45,12 @@ cmake -B build -DGGML_NATIVE=ON
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cmake --build build --config Release -j$(nproc)
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```
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For AVX-512-capable CPUs (AMD Zen4 / Intel Sapphire Rapids+), see
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[`docs/build.md`](docs/build.md) section "CPU build flags for AVX-512" for the
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additional flags that activate the IQK quantized GEMM kernels (the
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`HAVE_FANCY_SIMD` path). Without those flags, a vanilla `Release` build
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silently falls back to the AVX2 path on this hardware.
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### Build for GPU
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Install Nvidia Drivers and [CUDA Toolkit](https://developer.nvidia.com/cuda/toolkit).
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