Initial commit: adapters as representational hypotheses catalog

30 PEFT methods reframed as hypotheses about transformer geometry.
Each entry: pseudocode, hypothesis, evidence, grade.
All papers saved to docs/ (full text).

.gitignore

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+# OS
+.DS_Store
+Thumbs.db
+
+# Editor
+*.swp
+*.swo
+*~
+.vscode/
+.idea/
+
+# Python
+__pycache__/
+*.pyc
+.ipynb_checkpoints/
+
+# Temp
+*.tmp
+*.bak