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doc: add text-based diagram of software architecture in toplevel README.md #12263

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@zhouwg zhouwg commented Mar 8, 2025

this PR add text-based diagram of high-level software architecture in toplevel README.md, it will provide a high level comprehension for llama.cpp beginner. from this simple diagram,

  • we can clearly see that the ggml machine learning library/framework is a really compact & concise machine learning library/framework!
  • we can clearly see what we can do/contribute for this project with our expertise.
  • propose PAL(ggml-pal) in toplevel README.md, this difficult and performance-sensitive work can be done by the original authors or other domain experts. this idea comes from my effort on https://github.com/ggml-org/llama.cpp/pull/12049 since 04/2024. in the fact, this is not original idea because this idea can be found at Qualcomm's QNN SDK and Google's Android OS or some commercial massive complicated software in embedded system.
    Screenshot from 2025-03-22 14-17-13

@zhouwg zhouwg force-pushed the pal_in_llamacpp branch 5 times, most recently from c554c74 to 607c0d3 Compare March 8, 2025 05:06
@zhouwg zhouwg force-pushed the pal_in_llamacpp branch from 607c0d3 to a14ccbe Compare March 8, 2025 05:12
@zhouwg zhouwg changed the title doc: add software architecture and propose PAL in toplevel README.md doc: add text-based diagram of software architecture and propose PAL in toplevel README.md Mar 9, 2025
@zhouwg zhouwg changed the title doc: add text-based diagram of software architecture and propose PAL in toplevel README.md doc: add text-based diagram of software architecture in toplevel README.md Mar 9, 2025
@zhouwg zhouwg closed this Mar 11, 2025
@zhouwg zhouwg reopened this Mar 22, 2025
@zhouwg zhouwg closed this Mar 22, 2025
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