Code

The mapping library (src/modelmap/), tooling, benchmark harness, and experiment implementations. Every file carries the project's author header; MLX / PyTorch-MPS / Metal is the primary compute path — CUDA is never a core dependency.

• src/
  • modelmap/atlas/__init__.py
  • modelmap/atlas/mapcard.py
  • modelmap/backends/__init__.py
  • modelmap/capture/__init__.py
  • modelmap/capture/mlx_capture.py
  • modelmap/features/__init__.py
  • modelmap/geometry/__init__.py
  • modelmap/graphs/__init__.py
  • modelmap/instrumentation/__init__.py
  • modelmap/interventions/__init__.py
  • modelmap/models/__init__.py
  • modelmap/probes/__init__.py
  • modelmap/probes/linear.py
  • modelmap/stats/__init__.py
  • modelmap/stats/replication.py
  • modelmap/viz/__init__.py
  • modelmap/__init__.py
  • modelmap.egg-info/dependency_links.txt
  • modelmap.egg-info/requires.txt
  • modelmap.egg-info/SOURCES.txt
  • modelmap.egg-info/top_level.txt
• tools/
  • check_headers.py
  • new_experiment.py
  • new_map.py
  • publish.py
• benchmarks/
  • promptsets/make_promptsets.py
  • promptsets/manifest.json
  • promptsets/README.md
  • hardware_manifest.py
  • harness.py
• experiments/
  • candidate_01/README.md
  • candidate_02/README.md
  • candidate_03/README.md
  • candidate_04/README.md
  • micro/expA_probe_reliability/implementation/benchmark.py
  • micro/expA_probe_reliability/implementation/make_mapcard.py
  • micro/expA_probe_reliability/analysis.md
  • micro/expA_probe_reliability/hypothesis.md
  • micro/expA_probe_reliability/README.md
  • micro/expB_localization_vs_diffusion/hypothesis.md
  • micro/expB_localization_vs_diffusion/README.md
  • micro/expC_causal_verification/hypothesis.md
  • micro/expC_causal_verification/README.md
  • micro/expD_cross_input_stability/hypothesis.md
  • micro/expD_cross_input_stability/README.md
  • micro/expE_weight_geometry/hypothesis.md
  • micro/expE_weight_geometry/README.md
  • micro/expF_quantization_map_drift/hypothesis.md
  • micro/expF_quantization_map_drift/README.md
  • micro/expG_cross_model_alignment/hypothesis.md
  • micro/expG_cross_model_alignment/README.md
  • micro/expH_capture_cost_frontier/implementation/benchmark_cold.py
  • micro/expH_capture_cost_frontier/implementation/benchmark_real.py
  • micro/expH_capture_cost_frontier/implementation/benchmark.py
  • micro/expH_capture_cost_frontier/analysis.md
  • micro/expH_capture_cost_frontier/hypothesis.md
  • micro/expH_capture_cost_frontier/README.md
• Makefile
• pyproject.toml
• CITATION.cff