[Docs] Refine documentation and README.md#75

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mikepapadim wants to merge 15 commits intomainfrom

feat/cleanup-readme

Commits on Nov 27, 2025

[CI] Add complete CI testing for all supported models & quant types
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Add step to copy Graal JARs
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[CI] Simplify and streamline build-and-run workflow
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[CI] Add code-quality job and refactor build-and-run workflow
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[CI] Add MODELS_DIR env variable and refactor model paths in build-and-run workflow
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[CI] Replace Maven build command with Make in build-and-run workflow
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[CI] Fix missing space in model path argument in build-and-run workflow
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[CI] Add matrix strategy for backend support in build-and-run workflow
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[CI] Enable fail-fast in matrix strategy for build-and-run workflow
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[CI] Update SDK directory path to use dynamic backend name in build-and-run workflow
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[Docs] Add architecture diagrams and refine documentation
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Update README to remove Maven dependency
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[Docs] Move GPU troubleshooting section to `RUN_DEBUG.md` for better organization
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[CI] Add rerun bot
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Merge branch 'main' of github.com:beehive-lab/GPULlama3.java into feat/cleanup-readme
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