Revamp CRAYON_Research_Paper.tex with hyper-detailed architectural analysis#3
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- Extracted architectural details from XERV_CRAYON_HYPER_DETAILED_PAPER.md - Added comprehensive section on Cache-Aligned Double-Array Trie (DAT) - Detailed C++ Compiler's First-Fit Search mechanics - Expanded on Omni-Backend inference engines (AVX2 SIMD, CUDA, ROCm/HIP) - Included description of Linked-List + Inverted Index + Lazy Heap BPE Trainer - Kept the Table of Contents directly after the abstract - Maintained the exact benchmark numbers reflecting reality Co-authored-by: Electroiscoding <103299713+Electroiscoding@users.noreply.github.com>
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This commit extensively updates
CRAYON_Research_Paper.texto match the hyper-detailed architectural analysis provided inXERV_CRAYON_HYPER_DETAILED_PAPER.md. It covers the core C++ implementations, memory layouts, SIMD/GPU accelerations, and concurrency models, ensuring the paper reflects the true technical depth of the project. The benchmark data is preserved as it accurately corresponds to the recorded results.PR created automatically by Jules for task 7465752540677140670 started by @Electroiscoding