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meta13sphere/phaseShift_shell_result_pdf

Name: phaseShift_shell_result_pdf
Creator: meta13sphere
License: other
Keywords: annotations_creators:expert-generated, multilinguality:multilingual, language:en, language:ko, license:other, size_categories:n<1K, modality:document, modality:image, library:datasets, library:mlcroissant, doi:10.57967/hf/8067, region:us, representation-geometry, intrinsic-dimension, transformer

Phase Resonance / IRS-DCE Topological Dynamics & Artificial Cognitive Physics Open Structural Record of Basis-Relative Reorganization in Transformer Representation Space All pdf Creative Creative Commons Attribution No Derivatives 4.0 International This repository provides comprehensive PDF research materials and Python scripts and something for mathematical proofs in the field of AI. 📢 Achievement: total 51k+ Downloads!… See the full description on the dataset page: https://huggingface.co/datasets/meta13sphere/phaseShift_shell_result_pdf.

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Author / organization	meta13sphere
License (as declared)	other
Downloads	11.9K (as reported by Hugging Face)
Likes	0
Created	8 February 2026
Last updated at source	14 October 2026

representation-geometryintrinsic-dimensiontransformerphase-transitionbasis-relative-reorganizationtrajectory-analysisbatch-interferencequantization-robustnessmodel-specific-biasopen-structural-recordphase-resonanceIRS-DCEai-cognitive-physicstext-classificationtoken-classificationtable-question-answeringfeature-extractiontext-generationquestion-answeringresonance-transitionresonance-resonanceai-Boundary-Dissolution-Physicsgemma-4qwen-2.5

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