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topological-coherence 0.3.1
Toroidal topology primitives for LLM coherence research — Tonnetz geometry, spectral gap, attention masks, Karmonic spectral filter (v7: inference-time bias null, training-time valid)
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results
analyze_tokenizers.py
buffer_frequency_sweep.py
cnt_quantum_simulation.py
coherence_test_fp16.py
debug_load.py
detect_torus_structure.py
eval_checkpoint.py
EXPERIMENT_REPORT.md
EXPERIMENT_REPORT_v2.md
FEASIBILITY_REPORT.md
FEASIBILITY_REPORT_v2.md
fix_and_test.py
gemma2_tlb.py
grounding_projector_experiment.py
KAGGLE_INSTRUCTIONS.md
karmonic_higher_dim_test.py
KARMONIC_LLM_PLAN.md
karmonic_scale_test.py
llm_toroidal_attention.py
manual_toroidal.py
modern_toroidal.py
ouro_tlb.py
ouro_tlb_fine.py
ouro_tlb_truthfulqa.py
ouro_toroidal_loops.py
ouro_toroidal_v2.py
ouro_toroidal_v3.py
parity_7b_validation.py
quick_test.py
qwen3_olmo_test.py
README.md
requirements.txt
run_all_experiments.py
run_embedding_torus_test.py
run_enigma_karmonic.sh
run_frequency_bias_test.py
run_full_validation.py
run_karmonic_llm.sh
run_limited_bias_test.py
run_on_runpod.sh
run_optimal_olmo.py
run_smart_bias_test.py
run_tlb_multibench.py
run_truthfulqa_eval.py
run_truthfulqa_generation.py
runpod_llama3.sh
runpod_v3.sh
setup_and_run.sh
simple_toroidal.py
sweep_olmo.py
test_fp16.py
tonnetz_validation.py
topological_attention.py
toroidal_fixed.py
toroidal_proof.py
train_enigma_karmonic.py
train_gemma_1b.py
train_karmonic_llm.py
train_olmoe_karmonic.py
train_phi2.py