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      <title>ProjectBreakdown-101</title>
      <link>https://project-breakdown101.web.app</link>
      <description>Last 10 notes on ProjectBreakdown-101</description>
      <generator>Quartz -- quartz.jzhao.xyz</generator>
      <item>
    <title>llama.cpp on Windows</title>
    <link>https://project-breakdown101.web.app/llama-cpp-windows/</link>
    <guid>https://project-breakdown101.web.app/llama-cpp-windows/</guid>
    <description><![CDATA[ Comprehensive guide to installing and running llama.cpp on Windows. ]]></description>
    <pubDate>Mon, 04 May 2026 14:45:22 GMT</pubDate>
  </item><item>
    <title>RAGv2</title>
    <link>https://project-breakdown101.web.app/RAGv2/</link>
    <guid>https://project-breakdown101.web.app/RAGv2/</guid>
    <description><![CDATA[ An efficient, local RAG system powered by a smart Parent-Child architecture. ]]></description>
    <pubDate>Sun, 03 May 2026 21:44:16 GMT</pubDate>
  </item><item>
    <title>External Resources - llama.cpp on Windows</title>
    <link>https://project-breakdown101.web.app/llama-cpp-windows/references/external-resources</link>
    <guid>https://project-breakdown101.web.app/llama-cpp-windows/references/external-resources</guid>
    <description><![CDATA[ A collection of official documentation and community resources. ]]></description>
    <pubDate>Sun, 03 May 2026 12:08:39 GMT</pubDate>
  </item><item>
    <title>Optimization - llama.cpp on Windows</title>
    <link>https://project-breakdown101.web.app/llama-cpp-windows/configuration/optimization</link>
    <guid>https://project-breakdown101.web.app/llama-cpp-windows/configuration/optimization</guid>
    <description><![CDATA[ Tips and techniques for maximizing model performance and efficiency. ]]></description>
    <pubDate>Sun, 03 May 2026 12:08:17 GMT</pubDate>
  </item><item>
    <title>Environment Variables - llama.cpp on Windows</title>
    <link>https://project-breakdown101.web.app/llama-cpp-windows/configuration/environment-variables</link>
    <guid>https://project-breakdown101.web.app/llama-cpp-windows/configuration/environment-variables</guid>
    <description><![CDATA[ How to manage system variables to make tools accessible via terminal. ]]></description>
    <pubDate>Sun, 03 May 2026 12:07:44 GMT</pubDate>
  </item><item>
    <title>Prompt Templates - llama.cpp on Windows</title>
    <link>https://project-breakdown101.web.app/llama-cpp-windows/inference/prompt-templates</link>
    <guid>https://project-breakdown101.web.app/llama-cpp-windows/inference/prompt-templates</guid>
    <description><![CDATA[ Understanding why prompt formatting is critical for LLM performance. ]]></description>
    <pubDate>Sun, 03 May 2026 12:07:11 GMT</pubDate>
  </item><item>
    <title>CLI Usage - llama.cpp on Windows</title>
    <link>https://project-breakdown101.web.app/llama-cpp-windows/inference/cli-usage</link>
    <guid>https://project-breakdown101.web.app/llama-cpp-windows/inference/cli-usage</guid>
    <description><![CDATA[ Practical guide to using the llama-cli tool for model inference. ]]></description>
    <pubDate>Sun, 03 May 2026 12:06:38 GMT</pubDate>
  </item><item>
    <title>Model Formats - llama.cpp on Windows</title>
    <link>https://project-breakdown101.web.app/llama-cpp-windows/inference/model-formats</link>
    <guid>https://project-breakdown101.web.app/llama-cpp-windows/inference/model-formats</guid>
    <description><![CDATA[ Understanding GGUF and how to find/download models. ]]></description>
    <pubDate>Sun, 03 May 2026 12:05:46 GMT</pubDate>
  </item><item>
    <title>AMD Installation - llama.cpp on Windows</title>
    <link>https://project-breakdown101.web.app/llama-cpp-windows/installation/amd-installation</link>
    <guid>https://project-breakdown101.web.app/llama-cpp-windows/installation/amd-installation</guid>
    <description><![CDATA[ Installation instructions for AMD GPU acceleration using HIP. ]]></description>
    <pubDate>Sun, 03 May 2026 12:05:10 GMT</pubDate>
  </item><item>
    <title>CUDA Installation - llama.cpp on Windows</title>
    <link>https://project-breakdown101.web.app/llama-cpp-windows/installation/cuda-installation</link>
    <guid>https://project-breakdown101.web.app/llama-cpp-windows/installation/cuda-installation</guid>
    <description><![CDATA[ Installation instructions for NVIDIA GPU acceleration using CUDA. ]]></description>
    <pubDate>Sun, 03 May 2026 12:04:22 GMT</pubDate>
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