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Update README.md

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- ---
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- license: mit
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- tags:
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- - llama-cpp-python,
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- - cuda,
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- - gemma
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- - gemma-3,
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- - windows,
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- - wheel,
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- - prebuilt,
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- - .whl,
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- - local-llm,
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- ---
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  # llama-cpp-python Prebuilt Wheel (Windows x64, CUDA 12.8, Gemma 3 Support)
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  ---
@@ -125,9 +125,9 @@ Confirmation that your GPU(s) are being used for model layer offloading.
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  Once installed and verified, you can use llama-cpp-python in your projects as you normally would. Refer to the official llama-cpp-python documentation for detailed usage instructions.
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  ## Acknowledgments
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- This prebuilt wheel is based on the excellent llama-cpp-python project by Andrei Betlen (@abetlen). All credit for the core library and Python bindings goes to the original maintainers and to llama.cpp by Georgi Gerganov (@ggerganov).
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- This specific wheel was built by Bernard Peter Fitzgerald (@boneylizard) using the source code from abetlen/llama-cpp-python, compiled with CUDA 12.8 support for Windows x64 systems, and verified for Gemma 3 model compatibility.
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  ## License
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  This prebuilt wheel is distributed under the MIT License, the same license as the original llama-cpp-python project.
 
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+ ---
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+ license: mit
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+ tags:
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+ - llama-cpp-python,
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+ - cuda,
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+ - gemma
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+ - gemma-3,
8
+ - windows,
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+ - wheel,
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+ - prebuilt,
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+ - .whl,
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+ - local-llm,
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+ ---
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  # llama-cpp-python Prebuilt Wheel (Windows x64, CUDA 12.8, Gemma 3 Support)
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  ---
 
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  Once installed and verified, you can use llama-cpp-python in your projects as you normally would. Refer to the official llama-cpp-python documentation for detailed usage instructions.
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  ## Acknowledgments
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+ This prebuilt wheel is based on the excellent llama-cpp-python project by Andrei Betlen (@abetlen). All credit for the core library and Python bindings goes to the original maintainers and to llama.cpp by Georgi Gerganov (@ggerganov) and the ggml team.
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+ This specific wheel was built by Bernard Peter Fitzgerald (@boneylizardwizard) using the source code from abetlen/llama-cpp-python, compiled with CUDA 12.8 support for Windows x64 systems, and verified for Gemma 3 model compatibility.
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  ## License
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  This prebuilt wheel is distributed under the MIT License, the same license as the original llama-cpp-python project.